Nameexact_genome_1512568488_42_1300_0
Workunit2577737
Created6 Dec 2017, 18:53:26 UTC
Sent6 Dec 2017, 18:58:19 UTC
Report deadline8 Dec 2017, 10:52:35 UTC
Received6 Dec 2017, 19:59:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 0 min 22 sec
CPU time1 hours 0 min 16 sec
Validate stateValid
Credit415.67
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.39 MB
Peak swap size152.88 MB
Peak disk usage1.79 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0284804050, output_fired_time: 0.0000000000, propagate_forward_time: 2.5072598457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381500244
validation[          , genome  1300] predictions:    9464/  10000 (94.64%), best:    9488/10000 (94.88%), error:      1851.54248, best error:      1756.30200 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 32.7075843811s, input_fired_time: 0.2325061113, output_fired_time: 0.2223470658, propagate_forward_time: 12.5381317139, propagate_backward_time: 17.7906570435, weight_update_time: 0.1066870466, other_time: 1.9239425659
epoch time: 2.8697197437s, input_fired_time: 0.0286756195, output_fired_time: 0.0000000000, propagate_forward_time: 2.5027647018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382794857
validation[          , genome  1300] predictions:    9485/  10000 (94.85%), best:    9488/10000 (94.88%), error:      1768.74194, best error:      1756.30200 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 32.7102508545s, input_fired_time: 0.2325334400, output_fired_time: 0.2223455906, propagate_forward_time: 12.5372066498, propagate_backward_time: 17.7965335846, weight_update_time: 0.1075490266, other_time: 1.9216308594
epoch time: 2.8813691139s, input_fired_time: 0.0289468393, output_fired_time: 0.0000000000, propagate_forward_time: 2.5103483200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420739174
validation[          , genome  1300] predictions:    9414/  10000 (94.14%), best:    9488/10000 (94.88%), error:      2003.58679, best error:      1756.30200 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 32.6266593933s, input_fired_time: 0.2301575989, output_fired_time: 0.2228362560, propagate_forward_time: 12.5256958008, propagate_backward_time: 17.7552146912, weight_update_time: 0.1063922346, other_time: 1.8927574158
epoch time: 2.8671286106s, input_fired_time: 0.0289626624, output_fired_time: 0.0000000000, propagate_forward_time: 2.4997825623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383834362
validation[          , genome  1300] predictions:    9482/  10000 (94.82%), best:    9488/10000 (94.88%), error:      1795.85022, best error:      1756.30200 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 32.6216773987s, input_fired_time: 0.2313417345, output_fired_time: 0.2215470672, propagate_forward_time: 12.5180997849, propagate_backward_time: 17.7543220520, weight_update_time: 0.1060399041, other_time: 1.8963661194
epoch time: 2.8550901413s, input_fired_time: 0.0286978390, output_fired_time: 0.0000000000, propagate_forward_time: 2.4900631905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363292217
validation[          , genome  1300] predictions:    9490/  10000 (94.90%), best:    9488/10000 (94.88%), error:      1760.83691, best error:      1756.30200 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 32.7030296326s, input_fired_time: 0.2325124592, output_fired_time: 0.2225086391, propagate_forward_time: 12.5218133926, propagate_backward_time: 17.7822952271, weight_update_time: 0.1068822220, other_time: 1.9439010620
epoch time: 2.8814158440s, input_fired_time: 0.0288913324, output_fired_time: 0.0000000000, propagate_forward_time: 2.5083248615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441996574
validation[          , genome  1300] predictions:    9444/  10000 (94.44%), best:    9488/10000 (94.88%), error:      1820.03040, best error:      1756.30200 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 32.7468948364s, input_fired_time: 0.2345832586, output_fired_time: 0.2216063142, propagate_forward_time: 12.5339546204, propagate_backward_time: 17.8116512299, weight_update_time: 0.1076707691, other_time: 1.9450969696
epoch time: 2.8782622814s, input_fired_time: 0.0290480778, output_fired_time: 0.0000000000, propagate_forward_time: 2.5049576759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3442566395
validation[          , genome  1300] predictions:    9493/  10000 (94.93%), best:    9493/10000 (94.93%), error:      1726.87341, best error:      1726.87341 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 32.6177558899s, input_fired_time: 0.2329231650, output_fired_time: 0.2204962522, propagate_forward_time: 12.5171337128, propagate_backward_time: 17.7229995728, weight_update_time: 0.1071500033, other_time: 1.9242038727
epoch time: 2.8742172718s, input_fired_time: 0.0294103138, output_fired_time: 0.0000000000, propagate_forward_time: 2.5059561729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388507366
validation[          , genome  1300] predictions:    9509/  10000 (95.09%), best:    9509/10000 (95.09%), error:      1726.29370, best error:      1726.29370 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 32.7338752747s, input_fired_time: 0.2330271751, output_fired_time: 0.2213225216, propagate_forward_time: 12.5495796204, propagate_backward_time: 17.8174762726, weight_update_time: 0.1074750870, other_time: 1.9124698639
epoch time: 2.8710250854s, input_fired_time: 0.0292886011, output_fired_time: 0.0000000000, propagate_forward_time: 2.5025439262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391926289
validation[          , genome  1300] predictions:    9482/  10000 (94.82%), best:    9509/10000 (95.09%), error:      1746.51404, best error:      1726.29370 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 32.7295188904s, input_fired_time: 0.2327836156, output_fired_time: 0.2242101282, propagate_forward_time: 12.5411481857, propagate_backward_time: 17.8379802704, weight_update_time: 0.1069711596, other_time: 1.8933963776
epoch time: 2.8572297096s, input_fired_time: 0.0287747271, output_fired_time: 0.0000000000, propagate_forward_time: 2.4886031151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398518562
validation[          , genome  1300] predictions:    9514/  10000 (95.14%), best:    9514/10000 (95.14%), error:      1697.62158, best error:      1697.62158 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 32.6132125854s, input_fired_time: 0.2346660942, output_fired_time: 0.2237119675, propagate_forward_time: 12.5227565765, propagate_backward_time: 17.7381629944, weight_update_time: 0.1060982794, other_time: 1.8939151764
epoch time: 2.8693046570s, input_fired_time: 0.0290890913, output_fired_time: 0.0000000000, propagate_forward_time: 2.5024819374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377337456
validation[          , genome  1300] predictions:    9474/  10000 (94.74%), best:    9514/10000 (95.14%), error:      1762.71191, best error:      1697.62158 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 32.4512481689s, input_fired_time: 0.2308398038, output_fired_time: 0.2199665159, propagate_forward_time: 12.4606237411, propagate_backward_time: 17.6547241211, weight_update_time: 0.1050176993, other_time: 1.8850936890
epoch time: 2.8393115997s, input_fired_time: 0.0289250650, output_fired_time: 0.0000000000, propagate_forward_time: 2.4748735428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3355128765
validation[          , genome  1300] predictions:    9511/  10000 (95.11%), best:    9514/10000 (95.14%), error:      1703.29834, best error:      1697.62158 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 32.5568504333s, input_fired_time: 0.2324553877, output_fired_time: 0.2209765017, propagate_forward_time: 12.5062923431, propagate_backward_time: 17.7123279572, weight_update_time: 0.1057711914, other_time: 1.8847961426
epoch time: 2.8716890812s, input_fired_time: 0.0286145490, output_fired_time: 0.0000000000, propagate_forward_time: 2.5034058094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396687508
validation[          , genome  1300] predictions:    9475/  10000 (94.75%), best:    9514/10000 (95.14%), error:      1757.41028, best error:      1697.62158 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 32.6963691711s, input_fired_time: 0.2338416725, output_fired_time: 0.2223775089, propagate_forward_time: 12.5286397934, propagate_backward_time: 17.7696514130, weight_update_time: 0.1061953083, other_time: 1.9418582916
epoch time: 2.8745219707s, input_fired_time: 0.0296426881, output_fired_time: 0.0000000000, propagate_forward_time: 2.5019516945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429276943
validation[          , genome  1300] predictions:    9524/  10000 (95.24%), best:    9514/10000 (95.14%), error:      1701.22400, best error:      1697.62158 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 32.6291351318s, input_fired_time: 0.2322098762, output_fired_time: 0.2210073173, propagate_forward_time: 12.5383491516, propagate_backward_time: 17.7321262360, weight_update_time: 0.1060693190, other_time: 1.9054431915
epoch time: 2.8922054768s, input_fired_time: 0.0295790508, output_fired_time: 0.0000000000, propagate_forward_time: 2.5145118237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481144905
validation[          , genome  1300] predictions:    9467/  10000 (94.67%), best:    9514/10000 (95.14%), error:      1809.88647, best error:      1697.62158 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 32.5922355652s, input_fired_time: 0.2335045934, output_fired_time: 0.2221196592, propagate_forward_time: 12.5101728439, propagate_backward_time: 17.7362670898, weight_update_time: 0.1055434123, other_time: 1.8901710510
epoch time: 2.8659939766s, input_fired_time: 0.0290656239, output_fired_time: 0.0000000000, propagate_forward_time: 2.4967861176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401422501
validation[          , genome  1300] predictions:    9547/  10000 (95.47%), best:    9547/10000 (95.47%), error:      1639.22839, best error:      1639.22839 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 32.6261749268s, input_fired_time: 0.2330050766, output_fired_time: 0.2225748599, propagate_forward_time: 12.4930820465, propagate_backward_time: 17.7901706696, weight_update_time: 0.1074054763, other_time: 1.8873405457
epoch time: 2.8705608845s, input_fired_time: 0.0300826579, output_fired_time: 0.0000000000, propagate_forward_time: 2.5018444061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3386337757
validation[          , genome  1300] predictions:    9507/  10000 (95.07%), best:    9547/10000 (95.47%), error:      1697.74548, best error:      1639.22839 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 32.6232948303s, input_fired_time: 0.2330347896, output_fired_time: 0.2180002779, propagate_forward_time: 12.4961271286, propagate_backward_time: 17.7350864410, weight_update_time: 0.1058378220, other_time: 1.9410457611
epoch time: 2.8768079281s, input_fired_time: 0.0294940230, output_fired_time: 0.0000000000, propagate_forward_time: 2.5032041073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441097736
validation[          , genome  1300] predictions:    9518/  10000 (95.18%), best:    9547/10000 (95.47%), error:      1687.05225, best error:      1639.22839 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 32.6157073975s, input_fired_time: 0.2363209277, output_fired_time: 0.2211758643, propagate_forward_time: 12.5100154877, propagate_backward_time: 17.7090778351, weight_update_time: 0.1073516533, other_time: 1.9391174316
epoch time: 2.8703403473s, input_fired_time: 0.0295982789, output_fired_time: 0.0000000000, propagate_forward_time: 2.4987425804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419995308
validation[          , genome  1300] predictions:    9514/  10000 (95.14%), best:    9547/10000 (95.47%), error:      1679.19141, best error:      1639.22839 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 32.5176773071s, input_fired_time: 0.2338921577, output_fired_time: 0.2201764733, propagate_forward_time: 12.4975919724, propagate_backward_time: 17.6865978241, weight_update_time: 0.1051116660, other_time: 1.8794193268
epoch time: 2.8912415504s, input_fired_time: 0.0297721364, output_fired_time: 0.0000000000, propagate_forward_time: 2.5143132210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471562862
validation[          , genome  1300] predictions:    9419/  10000 (94.19%), best:    9547/10000 (95.47%), error:      1915.65869, best error:      1639.22839 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 32.6281700134s, input_fired_time: 0.2346558571, output_fired_time: 0.2223231494, propagate_forward_time: 12.5167379379, propagate_backward_time: 17.7172317505, weight_update_time: 0.1064183339, other_time: 1.9372177124
epoch time: 2.8541064262s, input_fired_time: 0.0292360205, output_fired_time: 0.0000000000, propagate_forward_time: 2.4858062267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390641212
validation[          , genome  1300] predictions:    9471/  10000 (94.71%), best:    9547/10000 (95.47%), error:      1803.04211, best error:      1639.22839 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 32.6059989929s, input_fired_time: 0.2351625562, output_fired_time: 0.2197301835, propagate_forward_time: 12.4955434799, propagate_backward_time: 17.7173500061, weight_update_time: 0.1064904481, other_time: 1.9382133484
epoch time: 2.8783934116s, input_fired_time: 0.0299331453, output_fired_time: 0.0000000000, propagate_forward_time: 2.5044538975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440063000
validation[          , genome  1300] predictions:    9494/  10000 (94.94%), best:    9547/10000 (95.47%), error:      1738.05420, best error:      1639.22839 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 32.5838813782s, input_fired_time: 0.2347384244, output_fired_time: 0.2210719883, propagate_forward_time: 12.5032014847, propagate_backward_time: 17.7274398804, weight_update_time: 0.1070081741, other_time: 1.8974304199
epoch time: 2.8426530361s, input_fired_time: 0.0286512654, output_fired_time: 0.0000000000, propagate_forward_time: 2.4744253159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395764828
validation[          , genome  1300] predictions:    9493/  10000 (94.93%), best:    9547/10000 (95.47%), error:      1715.51245, best error:      1639.22839 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 32.6360702515s, input_fired_time: 0.2356844395, output_fired_time: 0.2207055390, propagate_forward_time: 12.5059461594, propagate_backward_time: 17.7355442047, weight_update_time: 0.1074596867, other_time: 1.9381885529
epoch time: 2.8809182644s, input_fired_time: 0.0301557258, output_fired_time: 0.0000000000, propagate_forward_time: 2.5046236515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461389542
validation[          , genome  1300] predictions:    9475/  10000 (94.75%), best:    9547/10000 (95.47%), error:      1784.04834, best error:      1639.22839 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 32.6302642822s, input_fired_time: 0.2362462282, output_fired_time: 0.2225481868, propagate_forward_time: 12.5183162689, propagate_backward_time: 17.7592468262, weight_update_time: 0.1069018692, other_time: 1.8939037323
epoch time: 2.8677220345s, input_fired_time: 0.0291352626, output_fired_time: 0.0000000000, propagate_forward_time: 2.4983699322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402168751
validation[          , genome  1300] predictions:    9534/  10000 (95.34%), best:    9534/10000 (95.34%), error:      1625.80115, best error:      1625.80115 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 32.7114257813s, input_fired_time: 0.2357532233, output_fired_time: 0.2212771326, propagate_forward_time: 12.5489950180, propagate_backward_time: 17.7760391235, weight_update_time: 0.1075639352, other_time: 1.9293632507
epoch time: 2.8809032440s, input_fired_time: 0.0306029078, output_fired_time: 0.0000000000, propagate_forward_time: 2.5091249943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411753178
validation[          , genome  1300] predictions:    9506/  10000 (95.06%), best:    9534/10000 (95.34%), error:      1750.30896, best error:      1625.80115 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 32.6517372131s, input_fired_time: 0.2354345322, output_fired_time: 0.2234818488, propagate_forward_time: 12.4709348679, propagate_backward_time: 17.8316440582, weight_update_time: 0.1062051430, other_time: 1.8902416229
epoch time: 2.8715033531s, input_fired_time: 0.0297994725, output_fired_time: 0.0000000000, propagate_forward_time: 2.5020003319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397035599
validation[          , genome  1300] predictions:    9521/  10000 (95.21%), best:    9534/10000 (95.34%), error:      1647.09705, best error:      1625.80115 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 32.6321792603s, input_fired_time: 0.2366345078, output_fired_time: 0.2237495482, propagate_forward_time: 12.5052347183, propagate_backward_time: 17.7528171539, weight_update_time: 0.1067565829, other_time: 1.9137439728
epoch time: 2.8718974590s, input_fired_time: 0.0302817225, output_fired_time: 0.0000000000, propagate_forward_time: 2.4992854595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423302174
validation[          , genome  1300] predictions:    9521/  10000 (95.21%), best:    9534/10000 (95.34%), error:      1654.20239, best error:      1625.80115 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 32.6849136353s, input_fired_time: 0.2352979481, output_fired_time: 0.2222086936, propagate_forward_time: 12.5209283829, propagate_backward_time: 17.7687530518, weight_update_time: 0.1070265248, other_time: 1.9377250671
epoch time: 2.8773384094s, input_fired_time: 0.0303299930, output_fired_time: 0.0000000000, propagate_forward_time: 2.5028905869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441178799
validation[          , genome  1300] predictions:    9532/  10000 (95.32%), best:    9534/10000 (95.34%), error:      1663.66260, best error:      1625.80115 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 32.6107292175s, input_fired_time: 0.2366611063, output_fired_time: 0.2214559317, propagate_forward_time: 12.5092935562, propagate_backward_time: 17.7048168182, weight_update_time: 0.1066024005, other_time: 1.9385051727
epoch time: 2.8643136024s, input_fired_time: 0.0308271945, output_fired_time: 0.0000000000, propagate_forward_time: 2.4897387028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437476158
validation[          , genome  1300] predictions:    9474/  10000 (94.74%), best:    9534/10000 (95.34%), error:      1827.30823, best error:      1625.80115 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 32.7349205017s, input_fired_time: 0.2357526273, output_fired_time: 0.2247342914, propagate_forward_time: 12.5471839905, propagate_backward_time: 17.8054103851, weight_update_time: 0.1073801965, other_time: 1.9218387604
epoch time: 2.8758258820s, input_fired_time: 0.0291762296, output_fired_time: 0.0000000000, propagate_forward_time: 2.5081439018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3385057449
validation[          , genome  1300] predictions:    9508/  10000 (95.08%), best:    9534/10000 (95.34%), error:      1649.05408, best error:      1625.80115 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 32.7061653137s, input_fired_time: 0.2354489267, output_fired_time: 0.2228971869, propagate_forward_time: 12.5269603729, propagate_backward_time: 17.8183708191, weight_update_time: 0.1073524356, other_time: 1.9024868011
epoch time: 2.8713607788s, input_fired_time: 0.0295081381, output_fired_time: 0.0000000000, propagate_forward_time: 2.5018777847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399748802
validation[          , genome  1300] predictions:    9532/  10000 (95.32%), best:    9534/10000 (95.34%), error:      1650.48328, best error:      1625.80115 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 32.9066276550s, input_fired_time: 0.2358139604, output_fired_time: 0.2206426859, propagate_forward_time: 12.6259441376, propagate_backward_time: 17.8986988068, weight_update_time: 0.1078090295, other_time: 1.9255294800
epoch time: 3.9882314205s, input_fired_time: 0.0325328074, output_fired_time: 0.0000000000, propagate_forward_time: 3.5556569099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4000418186
validation[          , genome  1300] predictions:    9511/  10000 (95.11%), best:    9534/10000 (95.34%), error:      1646.47607, best error:      1625.80115 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 32.6522636414s, input_fired_time: 0.2354595363, output_fired_time: 0.2212073803, propagate_forward_time: 12.5367002487, propagate_backward_time: 17.7488174438, weight_update_time: 0.1064653024, other_time: 1.9100799561
epoch time: 2.8692259789s, input_fired_time: 0.0294888914, output_fired_time: 0.0000000000, propagate_forward_time: 2.5008583069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388788700
validation[          , genome  1300] predictions:    9501/  10000 (95.01%), best:    9534/10000 (95.34%), error:      1703.51941, best error:      1625.80115 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 32.7738761902s, input_fired_time: 0.2383656055, output_fired_time: 0.2228833437, propagate_forward_time: 12.5569229126, propagate_backward_time: 17.8129768372, weight_update_time: 0.1078241095, other_time: 1.9427261353
epoch time: 2.8826503754s, input_fired_time: 0.0293821171, output_fired_time: 0.0000000000, propagate_forward_time: 2.5103864670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428816795
validation[          , genome  1300] predictions:    9529/  10000 (95.29%), best:    9534/10000 (95.34%), error:      1630.89050, best error:      1625.80115 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 32.5814933777s, input_fired_time: 0.2345494926, output_fired_time: 0.2187337130, propagate_forward_time: 12.4953069687, propagate_backward_time: 17.6951198578, weight_update_time: 0.1066430137, other_time: 1.9377803802
epoch time: 2.8752896786s, input_fired_time: 0.0303701460, output_fired_time: 0.0000000000, propagate_forward_time: 2.5018270016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430924416
validation[          , genome  1300] predictions:    9503/  10000 (95.03%), best:    9534/10000 (95.34%), error:      1642.45105, best error:      1625.80115 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 32.7167625427s, input_fired_time: 0.2376510054, output_fired_time: 0.2217869908, propagate_forward_time: 12.5450172424, propagate_backward_time: 17.8038425446, weight_update_time: 0.1071371958, other_time: 1.9084644318
epoch time: 2.8784370422s, input_fired_time: 0.0296021141, output_fired_time: 0.0000000000, propagate_forward_time: 2.5081946850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406403065
validation[          , genome  1300] predictions:    9520/  10000 (95.20%), best:    9534/10000 (95.34%), error:      1632.75427, best error:      1625.80115 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 32.7351036072s, input_fired_time: 0.2365616262, output_fired_time: 0.2215909958, propagate_forward_time: 12.5695104599, propagate_backward_time: 17.8072662354, weight_update_time: 0.1062333360, other_time: 1.9001731873
epoch time: 2.9079489708s, input_fired_time: 0.0299967937, output_fired_time: 0.0000000000, propagate_forward_time: 2.5358295441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421225548
validation[          , genome  1300] predictions:    9526/  10000 (95.26%), best:    9534/10000 (95.34%), error:      1638.59180, best error:      1625.80115 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 32.8077888489s, input_fired_time: 0.2396356761, output_fired_time: 0.2243546396, propagate_forward_time: 12.5492744446, propagate_backward_time: 17.8505954742, weight_update_time: 0.1074917912, other_time: 1.9439296722
epoch time: 2.8812971115s, input_fired_time: 0.0299442671, output_fired_time: 0.0000000000, propagate_forward_time: 2.5073142052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440387249
validation[          , genome  1300] predictions:    9508/  10000 (95.08%), best:    9534/10000 (95.34%), error:      1657.82129, best error:      1625.80115 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 32.7528381348s, input_fired_time: 0.2376658320, output_fired_time: 0.2226849496, propagate_forward_time: 12.5572023392, propagate_backward_time: 17.7885189056, weight_update_time: 0.1074468493, other_time: 1.9467639923
epoch time: 2.8887434006s, input_fired_time: 0.0301125627, output_fired_time: 0.0000000000, propagate_forward_time: 2.5129547119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456761837
validation[          , genome  1300] predictions:    9494/  10000 (94.94%), best:    9534/10000 (95.34%), error:      1741.12561, best error:      1625.80115 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 32.6380653381s, input_fired_time: 0.2375943661, output_fired_time: 0.2214008272, propagate_forward_time: 12.5259885788, propagate_backward_time: 17.7041625977, weight_update_time: 0.1078107357, other_time: 1.9489173889
epoch time: 2.8762538433s, input_fired_time: 0.0297272764, output_fired_time: 0.0000000000, propagate_forward_time: 2.5006537437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458728790
validation[          , genome  1300] predictions:    9542/  10000 (95.42%), best:    9542/10000 (95.42%), error:      1588.40979, best error:      1588.40979 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 32.5559349060s, input_fired_time: 0.2357027680, output_fired_time: 0.2221472412, propagate_forward_time: 12.4974527359, propagate_backward_time: 17.7076663971, weight_update_time: 0.1064144969, other_time: 1.8929653168
epoch time: 2.8727126122s, input_fired_time: 0.0297874846, output_fired_time: 0.0000000000, propagate_forward_time: 2.5027205944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402044773
validation[          , genome  1300] predictions:    9522/  10000 (95.22%), best:    9542/10000 (95.42%), error:      1644.55798, best error:      1588.40979 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 32.6845855713s, input_fired_time: 0.2366733998, output_fired_time: 0.2219301015, propagate_forward_time: 12.5233078003, propagate_backward_time: 17.7811470032, weight_update_time: 0.1060971618, other_time: 1.9215240479
epoch time: 2.8709528446s, input_fired_time: 0.0292971414, output_fired_time: 0.0000000000, propagate_forward_time: 2.5032587051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383970261
validation[          , genome  1300] predictions:    9523/  10000 (95.23%), best:    9542/10000 (95.42%), error:      1617.24536, best error:      1588.40979 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 32.5579872131s, input_fired_time: 0.2360064983, output_fired_time: 0.2216934860, propagate_forward_time: 12.4959011078, propagate_backward_time: 17.7100753784, weight_update_time: 0.1060791761, other_time: 1.8943080902
epoch time: 2.8807168007s, input_fired_time: 0.0312334336, output_fired_time: 0.0000000000, propagate_forward_time: 2.5027060509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467772007
validation[          , genome  1300] predictions:    9552/  10000 (95.52%), best:    9552/10000 (95.52%), error:      1582.80212, best error:      1582.80212 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 32.6048583984s, input_fired_time: 0.2382508218, output_fired_time: 0.2206335217, propagate_forward_time: 12.4940671921, propagate_backward_time: 17.7139358521, weight_update_time: 0.1073400155, other_time: 1.9379692078
epoch time: 2.8676035404s, input_fired_time: 0.0306798089, output_fired_time: 0.0000000000, propagate_forward_time: 2.4927935600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441302776
validation[          , genome  1300] predictions:    9511/  10000 (95.11%), best:    9552/10000 (95.52%), error:      1675.48901, best error:      1582.80212 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 32.6393127441s, input_fired_time: 0.2373989671, output_fired_time: 0.2207786590, propagate_forward_time: 12.4953699112, propagate_backward_time: 17.7476615906, weight_update_time: 0.1061778665, other_time: 1.9381027222
epoch time: 2.8899927139s, input_fired_time: 0.0307541583, output_fired_time: 0.0000000000, propagate_forward_time: 2.5138542652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453843594
validation[          , genome  1300] predictions:    9465/  10000 (94.65%), best:    9552/10000 (95.52%), error:      1830.23267, best error:      1582.80212 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 32.6997451782s, input_fired_time: 0.2379571497, output_fired_time: 0.2240284830, propagate_forward_time: 12.5331916809, propagate_backward_time: 17.7925300598, weight_update_time: 0.1068864688, other_time: 1.9120368958
epoch time: 2.8736479282s, input_fired_time: 0.0300002191, output_fired_time: 0.0000000000, propagate_forward_time: 2.5041992664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394484520
validation[          , genome  1300] predictions:    9524/  10000 (95.24%), best:    9552/10000 (95.52%), error:      1648.30786, best error:      1582.80212 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 32.4609985352s, input_fired_time: 0.2354333252, output_fired_time: 0.2182247192, propagate_forward_time: 12.4827728271, propagate_backward_time: 17.6397399902, weight_update_time: 0.1047251001, other_time: 1.8848304749
epoch time: 2.8288910389s, input_fired_time: 0.0295794774, output_fired_time: 0.0000000000, propagate_forward_time: 2.4641706944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351409435
validation[          , genome  1300] predictions:    9523/  10000 (95.23%), best:    9552/10000 (95.52%), error:      1640.04016, best error:      1582.80212 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 32.6792144775s, input_fired_time: 0.2401152849, output_fired_time: 0.2201710641, propagate_forward_time: 12.5057296753, propagate_backward_time: 17.7761917114, weight_update_time: 0.1078748703, other_time: 1.9370040894
epoch time: 2.8630664349s, input_fired_time: 0.0300676897, output_fired_time: 0.0000000000, propagate_forward_time: 2.4950437546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3379549980
validation[          , genome  1300] predictions:    9498/  10000 (94.98%), best:    9552/10000 (95.52%), error:      1704.08569, best error:      1582.80212 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 32.6170082092s, input_fired_time: 0.2381113172, output_fired_time: 0.2213267535, propagate_forward_time: 12.5249090195, propagate_backward_time: 17.6946411133, weight_update_time: 0.1062329039, other_time: 1.9380226135
epoch time: 2.8816847801s, input_fired_time: 0.0308524035, output_fired_time: 0.0000000000, propagate_forward_time: 2.5085840225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422484398
validation[          , genome  1300] predictions:    9485/  10000 (94.85%), best:    9552/10000 (95.52%), error:      1706.04004, best error:      1582.80212 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 32.6214256287s, input_fired_time: 0.2395103574, output_fired_time: 0.2206020951, propagate_forward_time: 12.4980907440, propagate_backward_time: 17.7271957397, weight_update_time: 0.1066690683, other_time: 1.9360256195
epoch time: 2.8553285599s, input_fired_time: 0.0308413021, output_fired_time: 0.0000000000, propagate_forward_time: 2.4869573116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375298977
validation[          , genome  1300] predictions:    9515/  10000 (95.15%), best:    9552/10000 (95.52%), error:      1630.16345, best error:      1582.80212 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 32.7567138672s, input_fired_time: 0.2395716608, output_fired_time: 0.2247887701, propagate_forward_time: 12.5378351212, propagate_backward_time: 17.8110980988, weight_update_time: 0.1076253876, other_time: 1.9434223175
epoch time: 2.8699991703s, input_fired_time: 0.0302201882, output_fired_time: 0.0000000000, propagate_forward_time: 2.4972078800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425710201
validation[          , genome  1300] predictions:    9528/  10000 (95.28%), best:    9552/10000 (95.52%), error:      1622.49744, best error:      1582.80212 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 32.6534309387s, input_fired_time: 0.2406325042, output_fired_time: 0.2206637710, propagate_forward_time: 12.5183410645, propagate_backward_time: 17.7291202545, weight_update_time: 0.1088765115, other_time: 1.9446735382
epoch time: 2.8790428638s, input_fired_time: 0.0301313400, output_fired_time: 0.0000000000, propagate_forward_time: 2.5058510303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430604935
validation[          , genome  1300] predictions:    9522/  10000 (95.22%), best:    9552/10000 (95.52%), error:      1594.39417, best error:      1582.80212 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 32.6724281311s, input_fired_time: 0.2405078411, output_fired_time: 0.2230290174, propagate_forward_time: 12.5199871063, propagate_backward_time: 17.7915573120, weight_update_time: 0.1069748774, other_time: 1.8973445892
epoch time: 2.8638195992s, input_fired_time: 0.0302876756, output_fired_time: 0.0000000000, propagate_forward_time: 2.4955987930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3379330635
validation[          , genome  1300] predictions:    9541/  10000 (95.41%), best:    9552/10000 (95.52%), error:      1613.94006, best error:      1582.80212 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 32.6651763916s, input_fired_time: 0.2386950254, output_fired_time: 0.2225322425, propagate_forward_time: 12.5281877518, propagate_backward_time: 17.7294616699, weight_update_time: 0.1074182540, other_time: 1.9463043213
epoch time: 2.8786935806s, input_fired_time: 0.0309775751, output_fired_time: 0.0000000000, propagate_forward_time: 2.5049760342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427400589
validation[          , genome  1300] predictions:    9546/  10000 (95.46%), best:    9546/10000 (95.46%), error:      1563.98010, best error:      1563.98010 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 32.6561279297s, input_fired_time: 0.2386821508, output_fired_time: 0.2221279144, propagate_forward_time: 12.5264301300, propagate_backward_time: 17.7679328918, weight_update_time: 0.1070930883, other_time: 1.9009571075
epoch time: 2.8709247112s, input_fired_time: 0.0298327785, output_fired_time: 0.0000000000, propagate_forward_time: 2.5037560463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373358250
validation[          , genome  1300] predictions:    9539/  10000 (95.39%), best:    9546/10000 (95.46%), error:      1606.39380, best error:      1563.98010 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 32.7158775330s, input_fired_time: 0.2398528755, output_fired_time: 0.2240066975, propagate_forward_time: 12.5319871902, propagate_backward_time: 17.7781295776, weight_update_time: 0.1072008386, other_time: 1.9419021606
epoch time: 2.8761136532s, input_fired_time: 0.0301467478, output_fired_time: 0.0000000000, propagate_forward_time: 2.5083091259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376576900
validation[          , genome  1300] predictions:    9527/  10000 (95.27%), best:    9546/10000 (95.46%), error:      1596.20166, best error:      1563.98010 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 32.7705039978s, input_fired_time: 0.2396862954, output_fired_time: 0.2234873325, propagate_forward_time: 12.5570077896, propagate_backward_time: 17.8356037140, weight_update_time: 0.1069526970, other_time: 1.9147205353
epoch time: 2.8733141422s, input_fired_time: 0.0310480371, output_fired_time: 0.0000000000, propagate_forward_time: 2.5029931068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392729759
validation[          , genome  1300] predictions:    9498/  10000 (94.98%), best:    9546/10000 (95.46%), error:      1707.36853, best error:      1563.98010 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 32.6622772217s, input_fired_time: 0.2387497425, output_fired_time: 0.2230315953, propagate_forward_time: 12.5325584412, propagate_backward_time: 17.7798919678, weight_update_time: 0.1066784859, other_time: 1.8880462646
epoch time: 2.8770232201s, input_fired_time: 0.0300173014, output_fired_time: 0.0000000000, propagate_forward_time: 2.5092866421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377192020
validation[          , genome  1300] predictions:    9521/  10000 (95.21%), best:    9546/10000 (95.46%), error:      1620.00403, best error:      1563.98010 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 32.5664253235s, input_fired_time: 0.2399067134, output_fired_time: 0.2199529558, propagate_forward_time: 12.4842624664, propagate_backward_time: 17.6823196411, weight_update_time: 0.1058002338, other_time: 1.9399852753
epoch time: 2.8880484104s, input_fired_time: 0.0310843457, output_fired_time: 0.0000000000, propagate_forward_time: 2.5112438202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457202911
validation[          , genome  1300] predictions:    9520/  10000 (95.20%), best:    9546/10000 (95.46%), error:      1697.07861, best error:      1563.98010 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 32.7146186829s, input_fired_time: 0.2404160351, output_fired_time: 0.2227385938, propagate_forward_time: 12.5316810608, propagate_backward_time: 17.7959041595, weight_update_time: 0.1064212993, other_time: 1.9238758087
epoch time: 2.8562498093s, input_fired_time: 0.0299331658, output_fired_time: 0.0000000000, propagate_forward_time: 2.4888129234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375036716
validation[          , genome  1300] predictions:    9531/  10000 (95.31%), best:    9546/10000 (95.46%), error:      1588.08240, best error:      1563.98010 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 32.5683670044s, input_fired_time: 0.2394540608, output_fired_time: 0.2207725793, propagate_forward_time: 12.4717197418, propagate_backward_time: 17.6955547333, weight_update_time: 0.1073973775, other_time: 1.9408683777
epoch time: 2.8786056042s, input_fired_time: 0.0307498705, output_fired_time: 0.0000000000, propagate_forward_time: 2.5050148964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428409100
validation[          , genome  1300] predictions:    9530/  10000 (95.30%), best:    9546/10000 (95.46%), error:      1611.94043, best error:      1563.98010 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 32.6555023193s, input_fired_time: 0.2409242392, output_fired_time: 0.2191603184, propagate_forward_time: 12.5266962051, propagate_backward_time: 17.7228336334, weight_update_time: 0.1071645617, other_time: 1.9458866119
epoch time: 2.8787317276s, input_fired_time: 0.0306802727, output_fired_time: 0.0000000000, propagate_forward_time: 2.5038373470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3442142010
validation[          , genome  1300] predictions:    9525/  10000 (95.25%), best:    9546/10000 (95.46%), error:      1586.31104, best error:      1563.98010 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 32.6587867737s, input_fired_time: 0.2395801991, output_fired_time: 0.2208810449, propagate_forward_time: 12.5409288406, propagate_backward_time: 17.7117290497, weight_update_time: 0.1074443460, other_time: 1.9456653595
epoch time: 2.8838217258s, input_fired_time: 0.0303974636, output_fired_time: 0.0000000000, propagate_forward_time: 2.5078368187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455874920
validation[          , genome  1300] predictions:    9467/  10000 (94.67%), best:    9546/10000 (95.46%), error:      1749.49341, best error:      1563.98010 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 32.5505180359s, input_fired_time: 0.2407033294, output_fired_time: 0.2200500220, propagate_forward_time: 12.4681921005, propagate_backward_time: 17.6881790161, weight_update_time: 0.1069616377, other_time: 1.9333915710
epoch time: 2.8752901554s, input_fired_time: 0.0307417400, output_fired_time: 0.0000000000, propagate_forward_time: 2.5015702248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429782391
validation[          , genome  1300] predictions:    9525/  10000 (95.25%), best:    9546/10000 (95.46%), error:      1581.50989, best error:      1563.98010 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 32.5404281616s, input_fired_time: 0.2407115996, output_fired_time: 0.2220135033, propagate_forward_time: 12.4614734650, propagate_backward_time: 17.6866683960, weight_update_time: 0.1072547138, other_time: 1.9295597076
epoch time: 2.8986036777s, input_fired_time: 0.0323132835, output_fired_time: 0.0000000000, propagate_forward_time: 2.5199246407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463656902
validation[          , genome  1300] predictions:    9498/  10000 (94.98%), best:    9546/10000 (95.46%), error:      1674.38110, best error:      1563.98010 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 32.7168617249s, input_fired_time: 0.2399508506, output_fired_time: 0.2244805098, propagate_forward_time: 12.5335683823, propagate_backward_time: 17.8054809570, weight_update_time: 0.1070663035, other_time: 1.9133796692
epoch time: 2.8759548664s, input_fired_time: 0.0306264497, output_fired_time: 0.0000000000, propagate_forward_time: 2.5038421154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3414862156
validation[          , genome  1300] predictions:    9526/  10000 (95.26%), best:    9546/10000 (95.46%), error:      1577.19458, best error:      1563.98010 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 32.5361518860s, input_fired_time: 0.2410014570, output_fired_time: 0.2230033726, propagate_forward_time: 12.4652023315, propagate_backward_time: 17.6708831787, weight_update_time: 0.1069385037, other_time: 1.9360618591
epoch time: 2.8899834156s, input_fired_time: 0.0314085446, output_fired_time: 0.0000000000, propagate_forward_time: 2.5112528801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473219872
validation[          , genome  1300] predictions:    9525/  10000 (95.25%), best:    9546/10000 (95.46%), error:      1628.14807, best error:      1563.98010 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 32.5498924255s, input_fired_time: 0.2395428717, output_fired_time: 0.2204313278, propagate_forward_time: 12.4682388306, propagate_backward_time: 17.7114830017, weight_update_time: 0.1067793071, other_time: 1.9101943970
epoch time: 2.8745977879s, input_fired_time: 0.0304402113, output_fired_time: 0.0000000000, propagate_forward_time: 2.5049722195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391854763
validation[          , genome  1300] predictions:    9522/  10000 (95.22%), best:    9546/10000 (95.46%), error:      1610.58118, best error:      1563.98010 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 32.6420669556s, input_fired_time: 0.2417066544, output_fired_time: 0.2243780345, propagate_forward_time: 12.4907531738, propagate_backward_time: 17.7325878143, weight_update_time: 0.1091297641, other_time: 1.9526424408
epoch time: 2.8753967285s, input_fired_time: 0.0305602103, output_fired_time: 0.0000000000, propagate_forward_time: 2.4983296394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465068340
validation[          , genome  1300] predictions:    9516/  10000 (95.16%), best:    9546/10000 (95.46%), error:      1643.40405, best error:      1563.98010 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 32.5416221619s, input_fired_time: 0.2394794524, output_fired_time: 0.2198070735, propagate_forward_time: 12.5103693008, propagate_backward_time: 17.6869945526, weight_update_time: 0.1055580303, other_time: 1.8849735260
epoch time: 2.8650043011s, input_fired_time: 0.0301984251, output_fired_time: 0.0000000000, propagate_forward_time: 2.4974589348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373470306
validation[          , genome  1300] predictions:    9491/  10000 (94.91%), best:    9546/10000 (95.46%), error:      1723.19751, best error:      1563.98010 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 32.6410865784s, input_fired_time: 0.2401104867, output_fired_time: 0.2209339142, propagate_forward_time: 12.4957227707, propagate_backward_time: 17.7442588806, weight_update_time: 0.1064909250, other_time: 1.9400558472
epoch time: 2.8808138371s, input_fired_time: 0.0306823906, output_fired_time: 0.0000000000, propagate_forward_time: 2.5082185268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419129848
validation[          , genome  1300] predictions:    9530/  10000 (95.30%), best:    9546/10000 (95.46%), error:      1593.81494, best error:      1563.98010 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 32.6680297852s, input_fired_time: 0.2394094318, output_fired_time: 0.2207634896, propagate_forward_time: 12.5337085724, propagate_backward_time: 17.7540073395, weight_update_time: 0.1067267507, other_time: 1.9201393127
epoch time: 2.8866961002s, input_fired_time: 0.0308173746, output_fired_time: 0.0000000000, propagate_forward_time: 2.5105395317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453392982
validation[          , genome  1300] predictions:    9515/  10000 (95.15%), best:    9546/10000 (95.46%), error:      1623.55151, best error:      1563.98010 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 32.6104698181s, input_fired_time: 0.2412588298, output_fired_time: 0.2189883590, propagate_forward_time: 12.4851131439, propagate_backward_time: 17.7297859192, weight_update_time: 0.1068762392, other_time: 1.9353237152
epoch time: 2.8641443253s, input_fired_time: 0.0303838104, output_fired_time: 0.0000000000, propagate_forward_time: 2.4924173355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413431644
validation[          , genome  1300] predictions:    9525/  10000 (95.25%), best:    9546/10000 (95.46%), error:      1593.69556, best error:      1563.98010 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 32.5309410095s, input_fired_time: 0.2402527183, output_fired_time: 0.2222404927, propagate_forward_time: 12.4731035233, propagate_backward_time: 17.7091026306, weight_update_time: 0.1062914804, other_time: 1.8862419128
epoch time: 2.8668410778s, input_fired_time: 0.0307579804, output_fired_time: 0.0000000000, propagate_forward_time: 2.4977703094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383128643
validation[          , genome  1300] predictions:    9541/  10000 (95.41%), best:    9546/10000 (95.46%), error:      1616.41797, best error:      1563.98010 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 32.7292900085s, input_fired_time: 0.2418075353, output_fired_time: 0.2249487638, propagate_forward_time: 12.5330972672, propagate_backward_time: 17.8311882019, weight_update_time: 0.1081435233, other_time: 1.8982505798
epoch time: 2.8725445271s, input_fired_time: 0.0306106005, output_fired_time: 0.0000000000, propagate_forward_time: 2.5012688637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406651020
validation[          , genome  1300] predictions:    9523/  10000 (95.23%), best:    9546/10000 (95.46%), error:      1595.57678, best error:      1563.98010 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 32.6902465820s, input_fired_time: 0.2418874800, output_fired_time: 0.2236048877, propagate_forward_time: 12.4847745895, propagate_backward_time: 17.8412723541, weight_update_time: 0.1065212116, other_time: 1.8987064362
epoch time: 2.8777894974s, input_fired_time: 0.0306670256, output_fired_time: 0.0000000000, propagate_forward_time: 2.5056259632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3414964676
validation[          , genome  1300] predictions:    9483/  10000 (94.83%), best:    9546/10000 (95.46%), error:      1702.63135, best error:      1563.98010 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 32.4945259094s, input_fired_time: 0.2418058962, output_fired_time: 0.2192138135, propagate_forward_time: 12.4440641403, propagate_backward_time: 17.6573371887, weight_update_time: 0.1067057028, other_time: 1.9321022034
epoch time: 2.8667092323s, input_fired_time: 0.0303487964, output_fired_time: 0.0000000000, propagate_forward_time: 2.4980740547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382863998
validation[          , genome  1300] predictions:    9495/  10000 (94.95%), best:    9546/10000 (95.46%), error:      1662.19019, best error:      1563.98010 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 32.6362228394s, input_fired_time: 0.2420517653, output_fired_time: 0.2209749818, propagate_forward_time: 12.5057697296, propagate_backward_time: 17.7295875549, weight_update_time: 0.1077223718, other_time: 1.9378414154
epoch time: 2.8837032318s, input_fired_time: 0.0309818238, output_fired_time: 0.0000000000, propagate_forward_time: 2.5074729919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452484608
validation[          , genome  1300] predictions:    9526/  10000 (95.26%), best:    9546/10000 (95.46%), error:      1606.17712, best error:      1563.98010 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 32.5077896118s, input_fired_time: 0.2391324788, output_fired_time: 0.2171088159, propagate_forward_time: 12.4531250000, propagate_backward_time: 17.6630287170, weight_update_time: 0.1067656279, other_time: 1.9353942871
epoch time: 2.8768391609s, input_fired_time: 0.0307874251, output_fired_time: 0.0000000000, propagate_forward_time: 2.5024144650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436372280
validation[          , genome  1300] predictions:    9519/  10000 (95.19%), best:    9546/10000 (95.46%), error:      1656.20630, best error:      1563.98010 on epoch:    68, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 32.5237998962s, input_fired_time: 0.2381316423, output_fired_time: 0.2190502584, propagate_forward_time: 12.4673595428, propagate_backward_time: 17.7149333954, weight_update_time: 0.1055670530, other_time: 1.8843231201
epoch time: 2.8671810627s, input_fired_time: 0.0304508619, output_fired_time: 0.0000000000, propagate_forward_time: 2.4970622063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396680355
validation[          , genome  1300] predictions:    9517/  10000 (95.17%), best:    9546/10000 (95.46%), error:      1652.51575, best error:      1563.98010 on epoch:    68, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 32.6010818481s, input_fired_time: 0.2398959845, output_fired_time: 0.2235713452, propagate_forward_time: 12.5141477585, propagate_backward_time: 17.7351856232, weight_update_time: 0.1066463441, other_time: 1.8882808685
epoch time: 2.8717274666s, input_fired_time: 0.0309028104, output_fired_time: 0.0000000000, propagate_forward_time: 2.5009710789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398535252
validation[          , genome  1300] predictions:    9503/  10000 (95.03%), best:    9546/10000 (95.46%), error:      1678.09448, best error:      1563.98010 on epoch:    68, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 32.6592788696s, input_fired_time: 0.2424210012, output_fired_time: 0.2200932950, propagate_forward_time: 12.5100460052, propagate_backward_time: 17.7467517853, weight_update_time: 0.1071239337, other_time: 1.9399681091
epoch time: 2.8831660748s, input_fired_time: 0.0313043036, output_fired_time: 0.0000000000, propagate_forward_time: 2.5074074268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444542885
validation[          , genome  1300] predictions:    9503/  10000 (95.03%), best:    9546/10000 (95.46%), error:      1717.00110, best error:      1563.98010 on epoch:    68, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 32.5960311890s, input_fired_time: 0.2418999523, output_fired_time: 0.2237304300, propagate_forward_time: 12.4916563034, propagate_backward_time: 17.7515659332, weight_update_time: 0.1061650291, other_time: 1.8871746063
epoch time: 2.8664405346s, input_fired_time: 0.0304940026, output_fired_time: 0.0000000000, propagate_forward_time: 2.4960300922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399164677
validation[          , genome  1300] predictions:    9389/  10000 (93.89%), best:    9546/10000 (95.46%), error:      2057.20386, best error:      1563.98010 on epoch:    68, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 32.4802780151s, input_fired_time: 0.2386979163, output_fired_time: 0.2178383619, propagate_forward_time: 12.4565553665, propagate_backward_time: 17.6823711395, weight_update_time: 0.1054547057, other_time: 1.8848171234
epoch time: 2.8534832001s, input_fired_time: 0.0307071693, output_fired_time: 0.0000000000, propagate_forward_time: 2.4884335995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3343424797
validation[          , genome  1300] predictions:    9469/  10000 (94.69%), best:    9546/10000 (95.46%), error:      1762.13672, best error:      1563.98010 on epoch:    68, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 32.6402664185s, input_fired_time: 0.2429213077, output_fired_time: 0.2195658386, propagate_forward_time: 12.5350303650, propagate_backward_time: 17.7074775696, weight_update_time: 0.1063790694, other_time: 1.9352722168
epoch time: 2.8639330864s, input_fired_time: 0.0310958344, output_fired_time: 0.0000000000, propagate_forward_time: 2.4892907143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435466290
validation[          , genome  1300] predictions:    9537/  10000 (95.37%), best:    9546/10000 (95.46%), error:      1586.42969, best error:      1563.98010 on epoch:    68, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 32.6778831482s, input_fired_time: 0.2410104573, output_fired_time: 0.2213643789, propagate_forward_time: 12.5411167145, propagate_backward_time: 17.7882690430, weight_update_time: 0.1062448919, other_time: 1.8861255646
epoch time: 2.8702690601s, input_fired_time: 0.0311317705, output_fired_time: 0.0000000000, propagate_forward_time: 2.5005846024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3385527134
validation[          , genome  1300] predictions:    9525/  10000 (95.25%), best:    9546/10000 (95.46%), error:      1575.35986, best error:      1563.98010 on epoch:    68, 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: 14.4356403351s, input_fired_time: 0.1530002356, output_fired_time: 0.0000000000, propagate_forward_time: 12.5294027328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7532377243
best training[          , genome  1300] predictions:   48540/  50000 (97.08%), best:    9546/10000 (95.46%), error:      5537.81006, best error:      1563.98010 on epoch:    68, 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: 2.8720843792s, input_fired_time: 0.0301142503, output_fired_time: 0.0000000000, propagate_forward_time: 2.5034446716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3385255337
   testing[          , genome  1300] predictions:    9624/  10000 (96.24%), best:    9546/10000 (95.46%), error:      1395.18738, best error:      1563.98010 on epoch:    68, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:58:46 (3984): called boinc_finish(0)

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