Nameexact_genome_1512568488_43_5949_0
Workunit2601055
Created7 Dec 2017, 17:16:26 UTC
Sent7 Dec 2017, 17:21:29 UTC
Report deadline16 Dec 2017, 17:18:11 UTC
Received9 Dec 2017, 3:29:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 27 min 38 sec
CPU time4 hours 27 min 10 sec
Validate stateValid
Credit2,249.43
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.95 MB
Peak swap size157.72 MB
Peak disk usage1.89 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.15%), best:    9731/10000 (97.31%), error:      1049.98938, best error:       921.58337 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 145.7231292725s, input_fired_time: 1.4449557066, output_fired_time: 1.3292176723, propagate_forward_time: 55.3803596497, propagate_backward_time: 84.4692230225, weight_update_time: 0.1658641249, other_time: 3.0993652344
epoch time: 11.7969179153s, input_fired_time: 0.1789025813, output_fired_time: 0.0000000000, propagate_forward_time: 11.0840044022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340108871
validation[          , genome  5949] predictions:    9706/  10000 (97.06%), best:    9731/10000 (97.31%), error:       964.87506, best error:       921.58337 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 145.7559967041s, input_fired_time: 1.4443565607, output_fired_time: 1.3331604004, propagate_forward_time: 55.4469718933, propagate_backward_time: 84.4287719727, weight_update_time: 0.1660321057, other_time: 3.1027374268
epoch time: 11.7679662704s, input_fired_time: 0.1787776053, output_fired_time: 0.0000000000, propagate_forward_time: 11.0412607193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479278564
validation[          , genome  5949] predictions:    9676/  10000 (96.76%), best:    9731/10000 (97.31%), error:      1108.03284, best error:       921.58337 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 145.4369201660s, input_fired_time: 1.4401671886, output_fired_time: 1.3208545446, propagate_forward_time: 55.3163948059, propagate_backward_time: 84.2818832397, weight_update_time: 0.1650777757, other_time: 3.0776138306
epoch time: 11.5070858002s, input_fired_time: 0.1762545258, output_fired_time: 0.0000000000, propagate_forward_time: 10.7858858109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449457169
validation[          , genome  5949] predictions:    9666/  10000 (96.66%), best:    9731/10000 (97.31%), error:      1076.42480, best error:       921.58337 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 146.4078063965s, input_fired_time: 1.4432455301, output_fired_time: 1.3356745243, propagate_forward_time: 55.7331008911, propagate_backward_time: 84.7974319458, weight_update_time: 0.1666351855, other_time: 3.0983428955
epoch time: 11.3730945587s, input_fired_time: 0.1778150499, output_fired_time: 0.0000000000, propagate_forward_time: 10.6495294571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457496643
validation[          , genome  5949] predictions:    9685/  10000 (96.85%), best:    9731/10000 (97.31%), error:      1020.96600, best error:       921.58337 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 146.7617187500s, input_fired_time: 1.4503841400, output_fired_time: 1.3399862051, propagate_forward_time: 55.8149528503, propagate_backward_time: 85.0223388672, weight_update_time: 0.1691701263, other_time: 3.1340637207
epoch time: 11.8569087982s, input_fired_time: 0.1796823740, output_fired_time: 0.0000000000, propagate_forward_time: 11.1254739761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5517520905
validation[          , genome  5949] predictions:    9637/  10000 (96.37%), best:    9731/10000 (97.31%), error:      1277.78857, best error:       921.58337 on epoch:     9, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 144.5267028809s, input_fired_time: 1.4510829449, output_fired_time: 1.3199186325, propagate_forward_time: 54.8106765747, propagate_backward_time: 83.8021163940, weight_update_time: 0.1662722528, other_time: 3.1429138184
epoch time: 11.8605594635s, input_fired_time: 0.1804385632, output_fired_time: 0.0000000000, propagate_forward_time: 11.1368131638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433073044
validation[          , genome  5949] predictions:    9696/  10000 (96.96%), best:    9731/10000 (97.31%), error:       982.74542, best error:       921.58337 on epoch:     9, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 146.5142517090s, input_fired_time: 1.4489501715, output_fired_time: 1.3397167921, propagate_forward_time: 55.7119789124, propagate_backward_time: 84.8817749023, weight_update_time: 0.1683002263, other_time: 3.1318359375
epoch time: 11.8558597565s, input_fired_time: 0.1822904944, output_fired_time: 0.0000000000, propagate_forward_time: 11.1169357300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5566339493
validation[          , genome  5949] predictions:    9727/  10000 (97.27%), best:    9731/10000 (97.31%), error:       930.84943, best error:       921.58337 on epoch:     9, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 146.2989959717s, input_fired_time: 1.4533519745, output_fired_time: 1.3413076401, propagate_forward_time: 55.5614547729, propagate_backward_time: 84.8036804199, weight_update_time: 0.1676105857, other_time: 3.1391983032
epoch time: 11.8712654114s, input_fired_time: 0.1810596436, output_fired_time: 0.0000000000, propagate_forward_time: 11.1345176697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5556879044
validation[          , genome  5949] predictions:    9718/  10000 (97.18%), best:    9731/10000 (97.31%), error:       936.78864, best error:       921.58337 on epoch:     9, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 145.8625793457s, input_fired_time: 1.4446222782, output_fired_time: 1.3295698166, propagate_forward_time: 55.4401588440, propagate_backward_time: 84.5515060425, weight_update_time: 0.1658201218, other_time: 3.0967178345
epoch time: 11.8611726761s, input_fired_time: 0.1783721298, output_fired_time: 0.0000000000, propagate_forward_time: 11.1455478668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372524261
validation[          , genome  5949] predictions:    9677/  10000 (96.77%), best:    9731/10000 (97.31%), error:      1023.28748, best error:       921.58337 on epoch:     9, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 146.0294036865s, input_fired_time: 1.4531923532, output_fired_time: 1.3371742964, propagate_forward_time: 55.4043731689, propagate_backward_time: 84.7017669678, weight_update_time: 0.1672153473, other_time: 3.1329040527
epoch time: 11.8699102402s, input_fired_time: 0.1819453835, output_fired_time: 0.0000000000, propagate_forward_time: 11.1288919449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5590724945
validation[          , genome  5949] predictions:    9709/  10000 (97.09%), best:    9731/10000 (97.31%), error:       928.44006, best error:       921.58337 on epoch:     9, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 145.6289215088s, input_fired_time: 1.4480477571, output_fired_time: 1.3309466839, propagate_forward_time: 55.4244232178, propagate_backward_time: 84.3218078613, weight_update_time: 0.1665543467, other_time: 3.1036987305
epoch time: 11.8149766922s, input_fired_time: 0.1810698956, output_fired_time: 0.0000000000, propagate_forward_time: 11.0852174759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486888885
validation[          , genome  5949] predictions:    9728/  10000 (97.28%), best:    9731/10000 (97.31%), error:       938.53406, best error:       921.58337 on epoch:     9, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 146.8603668213s, input_fired_time: 1.4490807056, output_fired_time: 1.3364212513, propagate_forward_time: 55.8508338928, propagate_backward_time: 85.1370010376, weight_update_time: 0.1658856869, other_time: 3.0870285034
epoch time: 11.7655735016s, input_fired_time: 0.1813151091, output_fired_time: 0.0000000000, propagate_forward_time: 11.0302324295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5540256500
validation[          , genome  5949] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       917.52161, best error:       917.52161 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 146.5827789307s, input_fired_time: 1.4562563896, output_fired_time: 1.3398205042, propagate_forward_time: 55.7612113953, propagate_backward_time: 84.9085006714, weight_update_time: 0.1671293527, other_time: 3.1169967651
epoch time: 11.7489500046s, input_fired_time: 0.1834650189, output_fired_time: 0.0000000000, propagate_forward_time: 11.0030460358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5624389648
validation[          , genome  5949] predictions:    9726/  10000 (97.26%), best:    9737/10000 (97.37%), error:       922.71698, best error:       917.52161 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 145.6175842285s, input_fired_time: 1.4510301352, output_fired_time: 1.3316621780, propagate_forward_time: 55.4089088440, propagate_backward_time: 84.3291931152, weight_update_time: 0.1663132012, other_time: 3.0967864990
epoch time: 11.9935922623s, input_fired_time: 0.1814343929, output_fired_time: 0.0000000000, propagate_forward_time: 11.2737817764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383758545
validation[          , genome  5949] predictions:    9667/  10000 (96.67%), best:    9737/10000 (97.37%), error:      1099.32300, best error:       917.52161 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 145.4132232666s, input_fired_time: 1.4477462769, output_fired_time: 1.3245184422, propagate_forward_time: 55.2768402100, propagate_backward_time: 84.2614746094, weight_update_time: 0.1666188836, other_time: 3.1026458740
epoch time: 11.1035041809s, input_fired_time: 0.1765140891, output_fired_time: 0.0000000000, propagate_forward_time: 10.3855018616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414886475
validation[          , genome  5949] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       893.64606, best error:       893.64606 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 147.1846160889s, input_fired_time: 1.4670668840, output_fired_time: 1.3444941044, propagate_forward_time: 55.9144706726, propagate_backward_time: 85.3024291992, weight_update_time: 0.1675814241, other_time: 3.1561431885
epoch time: 11.8781785965s, input_fired_time: 0.1818179041, output_fired_time: 0.0000000000, propagate_forward_time: 11.1582279205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381326675
validation[          , genome  5949] predictions:    9705/  10000 (97.05%), best:    9714/10000 (97.14%), error:       927.63574, best error:       893.64606 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 146.1678466797s, input_fired_time: 1.4566633701, output_fired_time: 1.3358876705, propagate_forward_time: 55.5380973816, propagate_backward_time: 84.6909484863, weight_update_time: 0.1683862656, other_time: 3.1462402344
epoch time: 11.8701000214s, input_fired_time: 0.1840640306, output_fired_time: 0.0000000000, propagate_forward_time: 11.1294832230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5565528870
validation[          , genome  5949] predictions:    9670/  10000 (96.70%), best:    9714/10000 (97.14%), error:      1047.71057, best error:       893.64606 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 145.7702789307s, input_fired_time: 1.4579877853, output_fired_time: 1.3331127167, propagate_forward_time: 55.3894042969, propagate_backward_time: 84.4475555420, weight_update_time: 0.1678328514, other_time: 3.1422119141
epoch time: 11.8992710114s, input_fired_time: 0.1814077944, output_fired_time: 0.0000000000, propagate_forward_time: 11.1730012894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5448617935
validation[          , genome  5949] predictions:    9715/  10000 (97.15%), best:    9714/10000 (97.14%), error:       933.16663, best error:       893.64606 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 146.4522399902s, input_fired_time: 1.4518533945, output_fired_time: 1.3376407623, propagate_forward_time: 55.7963371277, propagate_backward_time: 84.7857666016, weight_update_time: 0.1656854451, other_time: 3.0806274414
epoch time: 11.8410940170s, input_fired_time: 0.1821532547, output_fired_time: 0.0000000000, propagate_forward_time: 11.1176805496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412597656
validation[          , genome  5949] predictions:    9703/  10000 (97.03%), best:    9714/10000 (97.14%), error:      1020.82208, best error:       893.64606 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 146.5232543945s, input_fired_time: 1.4550566673, output_fired_time: 1.3359116316, propagate_forward_time: 55.7812461853, propagate_backward_time: 84.8367767334, weight_update_time: 0.1664524376, other_time: 3.1142578125
epoch time: 11.8497934341s, input_fired_time: 0.1797883213, output_fired_time: 0.0000000000, propagate_forward_time: 11.1315002441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385046005
validation[          , genome  5949] predictions:    9683/  10000 (96.83%), best:    9714/10000 (97.14%), error:      1069.64709, best error:       893.64606 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 146.2978363037s, input_fired_time: 1.4538625479, output_fired_time: 1.3322097063, propagate_forward_time: 55.6487731934, propagate_backward_time: 84.7794952393, weight_update_time: 0.1650920957, other_time: 3.0834960938
epoch time: 11.5549077988s, input_fired_time: 0.1784079820, output_fired_time: 0.0000000000, propagate_forward_time: 10.8384208679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380792618
validation[          , genome  5949] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       875.78394, best error:       875.78394 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 146.5080718994s, input_fired_time: 1.4580918550, output_fired_time: 1.3356957436, propagate_forward_time: 55.7265472412, propagate_backward_time: 84.8888168335, weight_update_time: 0.1663407534, other_time: 3.0989151001
epoch time: 11.8045129776s, input_fired_time: 0.1821573526, output_fired_time: 0.0000000000, propagate_forward_time: 11.0773324966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450229645
validation[          , genome  5949] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       847.60760, best error:       847.60760 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 146.1417083740s, input_fired_time: 1.4530735016, output_fired_time: 1.3314822912, propagate_forward_time: 55.5420455933, propagate_backward_time: 84.7212829590, weight_update_time: 0.1654131114, other_time: 3.0938186646
epoch time: 11.5862693787s, input_fired_time: 0.1786711365, output_fired_time: 0.0000000000, propagate_forward_time: 10.8704366684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371618271
validation[          , genome  5949] predictions:    9696/  10000 (96.96%), best:    9730/10000 (97.30%), error:       979.51117, best error:       847.60760 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 146.8172760010s, input_fired_time: 1.4621838331, output_fired_time: 1.3382512331, propagate_forward_time: 55.9208946228, propagate_backward_time: 84.9875946045, weight_update_time: 0.1657673866, other_time: 3.1083374023
epoch time: 11.9470491409s, input_fired_time: 0.1819633096, output_fired_time: 0.0000000000, propagate_forward_time: 11.2250127792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400733948
validation[          , genome  5949] predictions:    9716/  10000 (97.16%), best:    9730/10000 (97.30%), error:       938.28949, best error:       847.60760 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 145.8281402588s, input_fired_time: 1.4606770277, output_fired_time: 1.3283243179, propagate_forward_time: 55.4053077698, propagate_backward_time: 84.5341491699, weight_update_time: 0.1656240523, other_time: 3.0996856689
epoch time: 11.8831739426s, input_fired_time: 0.1830195338, output_fired_time: 0.0000000000, propagate_forward_time: 11.1421728134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5579814911
validation[          , genome  5949] predictions:    9728/  10000 (97.28%), best:    9730/10000 (97.30%), error:       891.03815, best error:       847.60760 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 146.6750640869s, input_fired_time: 1.4607269764, output_fired_time: 1.3363571167, propagate_forward_time: 55.8791999817, propagate_backward_time: 84.9453430176, weight_update_time: 0.1645124555, other_time: 3.0534515381
epoch time: 12.0019865036s, input_fired_time: 0.1834117621, output_fired_time: 0.0000000000, propagate_forward_time: 11.2652530670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533218384
validation[          , genome  5949] predictions:    9733/  10000 (97.33%), best:    9730/10000 (97.30%), error:       860.80505, best error:       847.60760 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 144.6302337646s, input_fired_time: 1.4477818012, output_fired_time: 1.3166964054, propagate_forward_time: 54.8693847656, propagate_backward_time: 83.9275131226, weight_update_time: 0.1640445888, other_time: 3.0688552856
epoch time: 11.8917713165s, input_fired_time: 0.1809484810, output_fired_time: 0.0000000000, propagate_forward_time: 11.1743450165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5364780426
validation[          , genome  5949] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       835.51935, best error:       835.51935 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 146.2673339844s, input_fired_time: 1.4514881372, output_fired_time: 1.3286159039, propagate_forward_time: 55.6507797241, propagate_backward_time: 84.7916564941, weight_update_time: 0.1630082428, other_time: 3.0447921753
epoch time: 11.7505140305s, input_fired_time: 0.1798047125, output_fired_time: 0.0000000000, propagate_forward_time: 11.0395374298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311717987
validation[          , genome  5949] predictions:    9698/  10000 (96.98%), best:    9744/10000 (97.44%), error:      1000.25903, best error:       835.51935 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 146.2630157471s, input_fired_time: 1.4504964352, output_fired_time: 1.3280760050, propagate_forward_time: 55.6132392883, propagate_backward_time: 84.8447036743, weight_update_time: 0.1633241177, other_time: 3.0264968872
epoch time: 11.9597339630s, input_fired_time: 0.1827343702, output_fired_time: 0.0000000000, propagate_forward_time: 11.2251977921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518016815
validation[          , genome  5949] predictions:    9752/  10000 (97.52%), best:    9744/10000 (97.44%), error:       863.81006, best error:       835.51935 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 146.5349426270s, input_fired_time: 1.4578717947, output_fired_time: 1.3326297998, propagate_forward_time: 55.7056655884, propagate_backward_time: 84.9676818848, weight_update_time: 0.1647685021, other_time: 3.0710983276
epoch time: 11.9427614212s, input_fired_time: 0.1825172901, output_fired_time: 0.0000000000, propagate_forward_time: 11.2180900574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421543121
validation[          , genome  5949] predictions:    9713/  10000 (97.13%), best:    9744/10000 (97.44%), error:       924.71527, best error:       835.51935 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 145.3901062012s, input_fired_time: 1.4571663141, output_fired_time: 1.3220778704, propagate_forward_time: 55.3957519531, propagate_backward_time: 84.1354675293, weight_update_time: 0.1647567749, other_time: 3.0796356201
epoch time: 11.8599395752s, input_fired_time: 0.1826647520, output_fired_time: 0.0000000000, propagate_forward_time: 11.1344423294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428323746
validation[          , genome  5949] predictions:    9750/  10000 (97.50%), best:    9744/10000 (97.44%), error:       878.45770, best error:       835.51935 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 146.5697326660s, input_fired_time: 1.4574900866, output_fired_time: 1.3310873508, propagate_forward_time: 55.7949790955, propagate_backward_time: 84.9452667236, weight_update_time: 0.1633533388, other_time: 3.0409088135
epoch time: 11.8845663071s, input_fired_time: 0.1817052960, output_fired_time: 0.0000000000, propagate_forward_time: 11.1658897400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369710922
validation[          , genome  5949] predictions:    9750/  10000 (97.50%), best:    9744/10000 (97.44%), error:       865.29462, best error:       835.51935 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 145.3989105225s, input_fired_time: 1.4492537975, output_fired_time: 1.3244773149, propagate_forward_time: 55.1966667175, propagate_backward_time: 84.3774337769, weight_update_time: 0.1636026949, other_time: 3.0510787964
epoch time: 11.9662380219s, input_fired_time: 0.1827507317, output_fired_time: 0.0000000000, propagate_forward_time: 11.2449512482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385360718
validation[          , genome  5949] predictions:    9741/  10000 (97.41%), best:    9744/10000 (97.44%), error:       899.58765, best error:       835.51935 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 146.5412902832s, input_fired_time: 1.4576854706, output_fired_time: 1.3338817358, propagate_forward_time: 55.7112960815, propagate_backward_time: 84.9764862061, weight_update_time: 0.1645262837, other_time: 3.0619430542
epoch time: 11.5672655106s, input_fired_time: 0.1798088402, output_fired_time: 0.0000000000, propagate_forward_time: 10.8512401581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362167358
validation[          , genome  5949] predictions:    9725/  10000 (97.25%), best:    9744/10000 (97.44%), error:       859.42474, best error:       835.51935 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 146.2722015381s, input_fired_time: 1.4544323683, output_fired_time: 1.3291376829, propagate_forward_time: 55.7051124573, propagate_backward_time: 84.7236404419, weight_update_time: 0.1642949283, other_time: 3.0598831177
epoch time: 11.8024129868s, input_fired_time: 0.1811922044, output_fired_time: 0.0000000000, propagate_forward_time: 11.0866079330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346126556
validation[          , genome  5949] predictions:    9757/  10000 (97.57%), best:    9744/10000 (97.44%), error:       850.95477, best error:       835.51935 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 146.7430877686s, input_fired_time: 1.4529917240, output_fired_time: 1.3291594982, propagate_forward_time: 55.8422737122, propagate_backward_time: 85.1041870117, weight_update_time: 0.1632017642, other_time: 3.0144805908
epoch time: 11.9362888336s, input_fired_time: 0.1851003468, output_fired_time: 0.0000000000, propagate_forward_time: 11.1999311447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5512571335
validation[          , genome  5949] predictions:    9702/  10000 (97.02%), best:    9744/10000 (97.44%), error:       952.96106, best error:       835.51935 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 146.3578186035s, input_fired_time: 1.4584870338, output_fired_time: 1.3323976994, propagate_forward_time: 55.6660652161, propagate_backward_time: 84.8670501709, weight_update_time: 0.1634065956, other_time: 3.0338287354
epoch time: 11.9941253662s, input_fired_time: 0.1837332547, output_fired_time: 0.0000000000, propagate_forward_time: 11.2690668106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5413255692
validation[          , genome  5949] predictions:    9745/  10000 (97.45%), best:    9744/10000 (97.44%), error:       877.82343, best error:       835.51935 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 146.2170104980s, input_fired_time: 1.4543888569, output_fired_time: 1.3293424845, propagate_forward_time: 55.6758270264, propagate_backward_time: 84.7201461792, weight_update_time: 0.1634331793, other_time: 3.0373001099
epoch time: 11.9271383286s, input_fired_time: 0.1829765439, output_fired_time: 0.0000000000, propagate_forward_time: 11.2081031799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360584259
validation[          , genome  5949] predictions:    9732/  10000 (97.32%), best:    9744/10000 (97.44%), error:       895.04999, best error:       835.51935 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 145.1522064209s, input_fired_time: 1.4551383257, output_fired_time: 1.3251839876, propagate_forward_time: 55.0332374573, propagate_backward_time: 84.2832565308, weight_update_time: 0.1641684324, other_time: 3.0553970337
epoch time: 11.7186832428s, input_fired_time: 0.1812972277, output_fired_time: 0.0000000000, propagate_forward_time: 11.0046844482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327014923
validation[          , genome  5949] predictions:    9739/  10000 (97.39%), best:    9744/10000 (97.44%), error:       849.37830, best error:       835.51935 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 145.6331024170s, input_fired_time: 1.4550328255, output_fired_time: 1.3215004206, propagate_forward_time: 55.4011039734, propagate_backward_time: 84.4185104370, weight_update_time: 0.1628413051, other_time: 3.0369491577
epoch time: 11.9591417313s, input_fired_time: 0.1838065088, output_fired_time: 0.0000000000, propagate_forward_time: 11.2362117767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391235352
validation[          , genome  5949] predictions:    9694/  10000 (96.94%), best:    9744/10000 (97.44%), error:      1036.39172, best error:       835.51935 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 145.7195129395s, input_fired_time: 1.4544377327, output_fired_time: 1.3225262165, propagate_forward_time: 55.4466629028, propagate_backward_time: 84.4713745117, weight_update_time: 0.1622842401, other_time: 3.0245132446
epoch time: 11.8843765259s, input_fired_time: 0.1836375743, output_fired_time: 0.0000000000, propagate_forward_time: 11.1572704315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434684753
validation[          , genome  5949] predictions:    9719/  10000 (97.19%), best:    9744/10000 (97.44%), error:       916.98267, best error:       835.51935 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 146.0740051270s, input_fired_time: 1.4558331966, output_fired_time: 1.3207896948, propagate_forward_time: 55.5545692444, propagate_backward_time: 84.7327804565, weight_update_time: 0.1621475965, other_time: 3.0100479126
epoch time: 11.8811769485s, input_fired_time: 0.1820831150, output_fired_time: 0.0000000000, propagate_forward_time: 11.1684522629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5306415558
validation[          , genome  5949] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       815.56836, best error:       815.56836 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 146.5809478760s, input_fired_time: 1.4552186728, output_fired_time: 1.3332208395, propagate_forward_time: 55.8158493042, propagate_backward_time: 84.9751892090, weight_update_time: 0.1620732844, other_time: 3.0014724731
epoch time: 11.9077215195s, input_fired_time: 0.1824194789, output_fired_time: 0.0000000000, propagate_forward_time: 11.1912956238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340061188
validation[          , genome  5949] predictions:    9737/  10000 (97.37%), best:    9746/10000 (97.46%), error:       850.99744, best error:       815.56836 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 146.7395172119s, input_fired_time: 1.4627425671, output_fired_time: 1.3301120996, propagate_forward_time: 55.7262153625, propagate_backward_time: 85.1893463135, weight_update_time: 0.1630405188, other_time: 3.0311126709
epoch time: 11.9224700928s, input_fired_time: 0.1841024607, output_fired_time: 0.0000000000, propagate_forward_time: 11.1941165924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442514420
validation[          , genome  5949] predictions:    9702/  10000 (97.02%), best:    9746/10000 (97.46%), error:       973.57104, best error:       815.56836 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 146.2624359131s, input_fired_time: 1.4653365612, output_fired_time: 1.3287906647, propagate_forward_time: 55.6460914612, propagate_backward_time: 84.7565612793, weight_update_time: 0.1639820933, other_time: 3.0656585693
epoch time: 11.8275852203s, input_fired_time: 0.1826309562, output_fired_time: 0.0000000000, propagate_forward_time: 11.1016330719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433216095
validation[          , genome  5949] predictions:    9735/  10000 (97.35%), best:    9746/10000 (97.46%), error:       865.46906, best error:       815.56836 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 146.1151580811s, input_fired_time: 1.4642237425, output_fired_time: 1.3263506889, propagate_forward_time: 55.5676841736, propagate_backward_time: 84.6811218262, weight_update_time: 0.1637091339, other_time: 3.0757751465
epoch time: 12.0440101624s, input_fired_time: 0.1864959896, output_fired_time: 0.0000000000, propagate_forward_time: 11.3082027435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493116379
validation[          , genome  5949] predictions:    9751/  10000 (97.51%), best:    9746/10000 (97.46%), error:       841.05536, best error:       815.56836 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 145.5527648926s, input_fired_time: 1.4546909332, output_fired_time: 1.3215236664, propagate_forward_time: 55.3616676331, propagate_backward_time: 84.3994979858, weight_update_time: 0.1620835960, other_time: 3.0153884888
epoch time: 11.5463008881s, input_fired_time: 0.1803597063, output_fired_time: 0.0000000000, propagate_forward_time: 10.8299026489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360383987
validation[          , genome  5949] predictions:    9679/  10000 (96.79%), best:    9746/10000 (97.46%), error:      1035.70618, best error:       815.56836 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 146.6530303955s, input_fired_time: 1.4631487131, output_fired_time: 1.3352274895, propagate_forward_time: 55.8266677856, propagate_backward_time: 85.0028381348, weight_update_time: 0.1630025953, other_time: 3.0251541138
epoch time: 11.6558742523s, input_fired_time: 0.1815475672, output_fired_time: 0.0000000000, propagate_forward_time: 10.9412345886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330924988
validation[          , genome  5949] predictions:    9740/  10000 (97.40%), best:    9746/10000 (97.46%), error:       874.14929, best error:       815.56836 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 146.3332519531s, input_fired_time: 1.4572141171, output_fired_time: 1.3301714659, propagate_forward_time: 55.6250610352, propagate_backward_time: 84.9169921875, weight_update_time: 0.1625218689, other_time: 3.0038146973
epoch time: 11.6201581955s, input_fired_time: 0.1820923537, output_fired_time: 0.0000000000, propagate_forward_time: 10.9041662216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338993073
validation[          , genome  5949] predictions:    9712/  10000 (97.12%), best:    9746/10000 (97.46%), error:       951.08105, best error:       815.56836 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 146.2853698730s, input_fired_time: 1.4661343098, output_fired_time: 1.3279795647, propagate_forward_time: 55.6369514465, propagate_backward_time: 84.7976303101, weight_update_time: 0.1635320336, other_time: 3.0566787720
epoch time: 11.8401002884s, input_fired_time: 0.1844311059, output_fired_time: 0.0000000000, propagate_forward_time: 11.1083498001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473194122
validation[          , genome  5949] predictions:    9755/  10000 (97.55%), best:    9746/10000 (97.46%), error:       828.60498, best error:       815.56836 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 146.3099517822s, input_fired_time: 1.4605461359, output_fired_time: 1.3255813122, propagate_forward_time: 55.7272109985, propagate_backward_time: 84.7908554077, weight_update_time: 0.1621777713, other_time: 3.0057678223
epoch time: 12.0163240433s, input_fired_time: 0.1833657175, output_fired_time: 0.0000000000, propagate_forward_time: 11.3111705780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5217876434
validation[          , genome  5949] predictions:    9732/  10000 (97.32%), best:    9746/10000 (97.46%), error:       868.23309, best error:       815.56836 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 146.6430511475s, input_fired_time: 1.4631134272, output_fired_time: 1.3300033808, propagate_forward_time: 55.8438110352, propagate_backward_time: 84.9905700684, weight_update_time: 0.1626375616, other_time: 3.0155487061
epoch time: 11.9366273880s, input_fired_time: 0.1843046993, output_fired_time: 0.0000000000, propagate_forward_time: 11.2172174454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351057053
validation[          , genome  5949] predictions:    9740/  10000 (97.40%), best:    9746/10000 (97.46%), error:       860.55164, best error:       815.56836 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 146.6795806885s, input_fired_time: 1.4628461599, output_fired_time: 1.3268030882, propagate_forward_time: 55.7529907227, propagate_backward_time: 85.1152572632, weight_update_time: 0.1626780182, other_time: 3.0216903687
epoch time: 11.9130620956s, input_fired_time: 0.1837696433, output_fired_time: 0.0000000000, propagate_forward_time: 11.1972322464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320606232
validation[          , genome  5949] predictions:    9742/  10000 (97.42%), best:    9746/10000 (97.46%), error:       897.99158, best error:       815.56836 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 145.9207305908s, input_fired_time: 1.4601120949, output_fired_time: 1.3257318735, propagate_forward_time: 55.3880043030, propagate_backward_time: 84.7203903198, weight_update_time: 0.1624583751, other_time: 3.0264968872
epoch time: 11.8636379242s, input_fired_time: 0.1854290962, output_fired_time: 0.0000000000, propagate_forward_time: 11.1463642120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318450928
validation[          , genome  5949] predictions:    9702/  10000 (97.02%), best:    9746/10000 (97.46%), error:       975.53870, best error:       815.56836 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 146.7610778809s, input_fired_time: 1.4704780579, output_fired_time: 1.3289058208, propagate_forward_time: 55.9308929443, propagate_backward_time: 84.9894027710, weight_update_time: 0.1630635858, other_time: 3.0414047241
epoch time: 11.8916893005s, input_fired_time: 0.1842795908, output_fired_time: 0.0000000000, propagate_forward_time: 11.1747636795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326461792
validation[          , genome  5949] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       860.46698, best error:       815.56836 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 146.2188568115s, input_fired_time: 1.4611568451, output_fired_time: 1.3275296688, propagate_forward_time: 55.6304016113, propagate_backward_time: 84.8179931641, weight_update_time: 0.1617138982, other_time: 2.9817810059
epoch time: 11.9611682892s, input_fired_time: 0.1853906661, output_fired_time: 0.0000000000, propagate_forward_time: 11.2396240234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361537933
validation[          , genome  5949] predictions:    9747/  10000 (97.47%), best:    9746/10000 (97.46%), error:       836.12701, best error:       815.56836 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 145.9503936768s, input_fired_time: 1.4652839899, output_fired_time: 1.3271585703, propagate_forward_time: 55.4562759399, propagate_backward_time: 84.6591720581, weight_update_time: 0.1626380533, other_time: 3.0424957275
epoch time: 11.9039554596s, input_fired_time: 0.1840354055, output_fired_time: 0.0000000000, propagate_forward_time: 11.1793165207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406036377
validation[          , genome  5949] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       815.16254, best error:       815.16254 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 146.2825317383s, input_fired_time: 1.4656918049, output_fired_time: 1.3281056881, propagate_forward_time: 55.6132850647, propagate_backward_time: 84.8724136353, weight_update_time: 0.1625689715, other_time: 3.0030288696
epoch time: 11.8605957031s, input_fired_time: 0.1843466759, output_fired_time: 0.0000000000, propagate_forward_time: 11.1418504715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343980789
validation[          , genome  5949] predictions:    9704/  10000 (97.04%), best:    9754/10000 (97.54%), error:       971.38159, best error:       815.16254 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 145.6596221924s, input_fired_time: 1.4655632973, output_fired_time: 1.3225538731, propagate_forward_time: 55.4459648132, propagate_backward_time: 84.4114456177, weight_update_time: 0.1617651582, other_time: 3.0140914917
epoch time: 11.8456096649s, input_fired_time: 0.1842170954, output_fired_time: 0.0000000000, propagate_forward_time: 11.1261253357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352668762
validation[          , genome  5949] predictions:    9757/  10000 (97.57%), best:    9754/10000 (97.54%), error:       826.67285, best error:       815.16254 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 146.8505706787s, input_fired_time: 1.4673863649, output_fired_time: 1.3305280209, propagate_forward_time: 55.8804626465, propagate_backward_time: 85.1481170654, weight_update_time: 0.1630271822, other_time: 3.0240783691
epoch time: 11.7276773453s, input_fired_time: 0.1838751137, output_fired_time: 0.0000000000, propagate_forward_time: 11.0127496719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310525894
validation[          , genome  5949] predictions:    9736/  10000 (97.36%), best:    9754/10000 (97.54%), error:       862.87286, best error:       815.16254 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 146.5615692139s, input_fired_time: 1.4692786932, output_fired_time: 1.3303400278, propagate_forward_time: 55.8501586914, propagate_backward_time: 84.8986282349, weight_update_time: 0.1627056748, other_time: 3.0131607056
epoch time: 11.8203783035s, input_fired_time: 0.1851950437, output_fired_time: 0.0000000000, propagate_forward_time: 11.0919055939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432777405
validation[          , genome  5949] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       793.58331, best error:       793.58331 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 146.7003936768s, input_fired_time: 1.4660161734, output_fired_time: 1.3315035105, propagate_forward_time: 55.8884315491, propagate_backward_time: 85.0319824219, weight_update_time: 0.1621327549, other_time: 2.9824676514
epoch time: 11.8606491089s, input_fired_time: 0.1846774369, output_fired_time: 0.0000000000, propagate_forward_time: 11.1457748413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301971436
validation[          , genome  5949] predictions:    9750/  10000 (97.50%), best:    9776/10000 (97.76%), error:       799.46906, best error:       793.58331 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 145.9915924072s, input_fired_time: 1.4713766575, output_fired_time: 1.3259092569, propagate_forward_time: 55.5587234497, propagate_backward_time: 84.6020431519, weight_update_time: 0.1633149832, other_time: 3.0335388184
epoch time: 11.8879423141s, input_fired_time: 0.1861837655, output_fired_time: 0.0000000000, propagate_forward_time: 11.1606235504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411348343
validation[          , genome  5949] predictions:    9744/  10000 (97.44%), best:    9776/10000 (97.76%), error:       874.67737, best error:       793.58331 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 146.8958892822s, input_fired_time: 1.4653599262, output_fired_time: 1.3300286531, propagate_forward_time: 55.9389877319, propagate_backward_time: 85.1945037842, weight_update_time: 0.1612289995, other_time: 2.9670028687
epoch time: 11.9311923981s, input_fired_time: 0.1855068952, output_fired_time: 0.0000000000, propagate_forward_time: 11.2166557312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5290298462
validation[          , genome  5949] predictions:    9655/  10000 (96.55%), best:    9776/10000 (97.76%), error:      1178.45166, best error:       793.58331 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 145.8495330811s, input_fired_time: 1.4694131613, output_fired_time: 1.3208124638, propagate_forward_time: 55.4871482849, propagate_backward_time: 84.5542602539, weight_update_time: 0.1624593586, other_time: 3.0178985596
epoch time: 11.8869447708s, input_fired_time: 0.1848335862, output_fired_time: 0.0000000000, propagate_forward_time: 11.1711006165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310106277
validation[          , genome  5949] predictions:    9749/  10000 (97.49%), best:    9776/10000 (97.76%), error:       833.94135, best error:       793.58331 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 146.4784393311s, input_fired_time: 1.4679894447, output_fired_time: 1.3328969479, propagate_forward_time: 55.7232627869, propagate_backward_time: 84.9523391724, weight_update_time: 0.1623830944, other_time: 3.0019454956
epoch time: 11.9124021530s, input_fired_time: 0.1839739233, output_fired_time: 0.0000000000, propagate_forward_time: 11.2034492493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249786377
validation[          , genome  5949] predictions:    9751/  10000 (97.51%), best:    9776/10000 (97.76%), error:       827.82556, best error:       793.58331 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 146.5463867188s, input_fired_time: 1.4700806141, output_fired_time: 1.3292248249, propagate_forward_time: 55.7752494812, propagate_backward_time: 84.9600296021, weight_update_time: 0.1623170674, other_time: 3.0118026733
epoch time: 11.9200763702s, input_fired_time: 0.1862497479, output_fired_time: 0.0000000000, propagate_forward_time: 11.1922931671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415334702
validation[          , genome  5949] predictions:    9722/  10000 (97.22%), best:    9776/10000 (97.76%), error:       932.87933, best error:       793.58331 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 146.6645812988s, input_fired_time: 1.4744945765, output_fired_time: 1.3365232944, propagate_forward_time: 55.7121620178, propagate_backward_time: 85.0692672729, weight_update_time: 0.1631536931, other_time: 3.0721511841
epoch time: 11.8041410446s, input_fired_time: 0.1854925603, output_fired_time: 0.0000000000, propagate_forward_time: 11.0846366882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340118408
validation[          , genome  5949] predictions:    9746/  10000 (97.46%), best:    9776/10000 (97.76%), error:       865.71008, best error:       793.58331 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 146.9262542725s, input_fired_time: 1.4743075371, output_fired_time: 1.3348819017, propagate_forward_time: 55.9938735962, propagate_backward_time: 85.0907287598, weight_update_time: 0.1635182053, other_time: 3.0324630737
epoch time: 11.7932310104s, input_fired_time: 0.1856271774, output_fired_time: 0.0000000000, propagate_forward_time: 11.0649595261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426445007
validation[          , genome  5949] predictions:    9728/  10000 (97.28%), best:    9776/10000 (97.76%), error:       862.85553, best error:       793.58331 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 146.6323699951s, input_fired_time: 1.4749941826, output_fired_time: 1.3320375681, propagate_forward_time: 55.8107070923, propagate_backward_time: 84.9898223877, weight_update_time: 0.1625505090, other_time: 3.0248184204
epoch time: 11.6357975006s, input_fired_time: 0.1828383058, output_fired_time: 0.0000000000, propagate_forward_time: 10.9241323471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288267136
validation[          , genome  5949] predictions:    9771/  10000 (97.71%), best:    9776/10000 (97.76%), error:       808.61926, best error:       793.58331 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 146.0644073486s, input_fired_time: 1.4743170738, output_fired_time: 1.3268290758, propagate_forward_time: 55.5861282349, propagate_backward_time: 84.6807022095, weight_update_time: 0.1616841853, other_time: 2.9964294434
epoch time: 11.8964757919s, input_fired_time: 0.1870873868, output_fired_time: 0.0000000000, propagate_forward_time: 11.1695528030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398359299
validation[          , genome  5949] predictions:    9759/  10000 (97.59%), best:    9776/10000 (97.76%), error:       811.77094, best error:       793.58331 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 146.2122344971s, input_fired_time: 1.4746283293, output_fired_time: 1.3292875290, propagate_forward_time: 55.5593528748, propagate_backward_time: 84.8131256104, weight_update_time: 0.1636133492, other_time: 3.0358428955
epoch time: 11.9567480087s, input_fired_time: 0.1876588166, output_fired_time: 0.0000000000, propagate_forward_time: 11.2264242172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426645279
validation[          , genome  5949] predictions:    9709/  10000 (97.09%), best:    9776/10000 (97.76%), error:       975.60016, best error:       793.58331 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 146.2757415771s, input_fired_time: 1.4741939306, output_fired_time: 1.3262094259, propagate_forward_time: 55.6416397095, propagate_backward_time: 84.8110122681, weight_update_time: 0.1627389640, other_time: 3.0226898193
epoch time: 11.9114503860s, input_fired_time: 0.1865241677, output_fired_time: 0.0000000000, propagate_forward_time: 11.1878242493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371017456
validation[          , genome  5949] predictions:    9739/  10000 (97.39%), best:    9776/10000 (97.76%), error:       853.62695, best error:       793.58331 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 146.0805206299s, input_fired_time: 1.4745128155, output_fired_time: 1.3244909048, propagate_forward_time: 55.5676193237, propagate_backward_time: 84.6989822388, weight_update_time: 0.1624296755, other_time: 3.0149078369
epoch time: 11.8633785248s, input_fired_time: 0.1865902692, output_fired_time: 0.0000000000, propagate_forward_time: 11.1356105804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411777496
validation[          , genome  5949] predictions:    9753/  10000 (97.53%), best:    9776/10000 (97.76%), error:       838.27368, best error:       793.58331 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 146.8150329590s, input_fired_time: 1.4750920534, output_fired_time: 1.3328604698, propagate_forward_time: 55.9634437561, propagate_backward_time: 85.0486831665, weight_update_time: 0.1622366309, other_time: 2.9949569702
epoch time: 11.9327907562s, input_fired_time: 0.1871693581, output_fired_time: 0.0000000000, propagate_forward_time: 11.2031078339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425138474
validation[          , genome  5949] predictions:    9735/  10000 (97.35%), best:    9776/10000 (97.76%), error:       932.96606, best error:       793.58331 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 146.7879486084s, input_fired_time: 1.4779267311, output_fired_time: 1.3331363201, propagate_forward_time: 55.9591102600, propagate_backward_time: 84.9934005737, weight_update_time: 0.1629186273, other_time: 3.0243911743
epoch time: 11.7094449997s, input_fired_time: 0.1853399724, output_fired_time: 0.0000000000, propagate_forward_time: 10.9990539551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250511169
validation[          , genome  5949] predictions:    9746/  10000 (97.46%), best:    9776/10000 (97.76%), error:       868.32294, best error:       793.58331 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 146.6777648926s, input_fired_time: 1.4792176485, output_fired_time: 1.3320741653, propagate_forward_time: 55.7365074158, propagate_backward_time: 85.1172637939, weight_update_time: 0.1627537608, other_time: 3.0126953125
epoch time: 11.1561012268s, input_fired_time: 0.1812152714, output_fired_time: 0.0000000000, propagate_forward_time: 10.4463739395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285120010
validation[          , genome  5949] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       781.48065, best error:       781.48065 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 146.4012145996s, input_fired_time: 1.4764760733, output_fired_time: 1.3299137354, propagate_forward_time: 55.7220115662, propagate_backward_time: 84.8710784912, weight_update_time: 0.1622356027, other_time: 3.0017395020
epoch time: 11.5842580795s, input_fired_time: 0.1843768656, output_fired_time: 0.0000000000, propagate_forward_time: 10.8616886139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381927490
validation[          , genome  5949] predictions:    9651/  10000 (96.51%), best:    9774/10000 (97.74%), error:      1111.64893, best error:       781.48065 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 146.4250640869s, input_fired_time: 1.4806675911, output_fired_time: 1.3262419701, propagate_forward_time: 55.8698883057, propagate_backward_time: 84.7327880859, weight_update_time: 0.1629979759, other_time: 3.0154724121
epoch time: 11.9332370758s, input_fired_time: 0.1890345216, output_fired_time: 0.0000000000, propagate_forward_time: 11.1988315582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453710556
validation[          , genome  5949] predictions:    9744/  10000 (97.44%), best:    9774/10000 (97.74%), error:       833.91278, best error:       781.48065 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 146.2493743896s, input_fired_time: 1.4773010015, output_fired_time: 1.3271715641, propagate_forward_time: 55.6501960754, propagate_backward_time: 84.7799377441, weight_update_time: 0.1622955948, other_time: 3.0147705078
epoch time: 11.9569740295s, input_fired_time: 0.1879260838, output_fired_time: 0.0000000000, propagate_forward_time: 11.2393941879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296535492
validation[          , genome  5949] predictions:    9740/  10000 (97.40%), best:    9774/10000 (97.74%), error:       828.35260, best error:       781.48065 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 146.6683044434s, input_fired_time: 1.4799269438, output_fired_time: 1.3276464939, propagate_forward_time: 55.7289733887, propagate_backward_time: 85.1153945923, weight_update_time: 0.1626620889, other_time: 3.0163650513
epoch time: 11.7187538147s, input_fired_time: 0.1855672598, output_fired_time: 0.0000000000, propagate_forward_time: 11.0037193298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294675827
validation[          , genome  5949] predictions:    9762/  10000 (97.62%), best:    9774/10000 (97.74%), error:       828.77332, best error:       781.48065 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 146.3951263428s, input_fired_time: 1.4825296402, output_fired_time: 1.3276599646, propagate_forward_time: 55.7427406311, propagate_backward_time: 84.8413467407, weight_update_time: 0.1620620638, other_time: 3.0008468628
epoch time: 11.9591445923s, input_fired_time: 0.1886387616, output_fired_time: 0.0000000000, propagate_forward_time: 11.2353172302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351886749
validation[          , genome  5949] predictions:    9759/  10000 (97.59%), best:    9774/10000 (97.74%), error:       819.83582, best error:       781.48065 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 146.2012634277s, input_fired_time: 1.4763585329, output_fired_time: 1.3243365288, propagate_forward_time: 55.6298789978, propagate_backward_time: 84.7662124634, weight_update_time: 0.1618424058, other_time: 3.0044631958
epoch time: 11.8941535950s, input_fired_time: 0.1886638403, output_fired_time: 0.0000000000, propagate_forward_time: 11.1602354050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452547073
validation[          , genome  5949] predictions:    9743/  10000 (97.43%), best:    9774/10000 (97.74%), error:       841.04132, best error:       781.48065 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 146.6956634521s, input_fired_time: 1.4845634699, output_fired_time: 1.3304318190, propagate_forward_time: 55.7946357727, propagate_backward_time: 85.0737533569, weight_update_time: 0.1628290266, other_time: 3.0122909546
epoch time: 11.7999839783s, input_fired_time: 0.1871606112, output_fired_time: 0.0000000000, propagate_forward_time: 11.0801286697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326948166
validation[          , genome  5949] predictions:    9725/  10000 (97.25%), best:    9774/10000 (97.74%), error:       898.79047, best error:       781.48065 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 145.8560485840s, input_fired_time: 1.4810210466, output_fired_time: 1.3251343966, propagate_forward_time: 55.4635925293, propagate_backward_time: 84.5690231323, weight_update_time: 0.1627645940, other_time: 3.0172805786
epoch time: 11.9576797485s, input_fired_time: 0.1896858364, output_fired_time: 0.0000000000, propagate_forward_time: 11.2272129059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407810211
validation[          , genome  5949] predictions:    9765/  10000 (97.65%), best:    9774/10000 (97.74%), error:       785.03357, best error:       781.48065 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 145.7826385498s, input_fired_time: 1.4829034805, output_fired_time: 1.3294440508, propagate_forward_time: 55.4429740906, propagate_backward_time: 84.5126953125, weight_update_time: 0.1619740129, other_time: 3.0146179199
epoch time: 11.8818464279s, input_fired_time: 0.1894753873, output_fired_time: 0.0000000000, propagate_forward_time: 11.1525449753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398263931
validation[          , genome  5949] predictions:    9759/  10000 (97.59%), best:    9774/10000 (97.74%), error:       839.99994, best error:       781.48065 on epoch:    91, 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: 59.5394744873s, input_fired_time: 0.9379522800, output_fired_time: 0.0000000000, propagate_forward_time: 55.8374404907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7640800476
best training[          , genome  5949] predictions:   49675/  50000 (99.35%), best:    9774/10000 (97.74%), error:      1375.60852, best error:       781.48065 on epoch:    91, 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: 11.9323673248s, input_fired_time: 0.1858053356, output_fired_time: 0.0000000000, propagate_forward_time: 11.2158546448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307073593
   testing[          , genome  5949] predictions:    9783/  10000 (97.83%), best:    9774/10000 (97.74%), error:       709.80292, best error:       781.48065 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:29:05 (5860): called boinc_finish(0)

</stderr_txt>
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