Nameexact_genome_1512568488_43_7016_1
Workunit2606362
Created7 Dec 2017, 23:16:57 UTC
Sent7 Dec 2017, 23:23:50 UTC
Report deadline22 Dec 2017, 4:10:27 UTC
Received8 Dec 2017, 17:58:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID21895
Run time2 hours 51 min 7 sec
CPU time2 hours 47 min 1 sec
Validate stateValid
Credit3,549.76
Device peak FLOPS4.29 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.87 MB
Peak swap size153.39 MB
Peak disk usage2.34 MB

Stderr output

<core_client_version>7.6.22</core_client_version>
<![CDATA[
<stderr_txt>
ired_time: 0.1426549256, output_fired_time: 0.0000000000, propagate_forward_time: 6.8984193802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205494881
validation[          , genome  7016] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       705.29425, best error:       705.29425 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 93.8101119995s, input_fired_time: 1.2603522539, output_fired_time: 1.0341048241, propagate_forward_time: 34.3032875061, propagate_backward_time: 55.3793106079, weight_update_time: 0.1038691252, other_time: 1.8330574036
epoch time: 7.3353404999s, input_fired_time: 0.1420661509, output_fired_time: 0.0000000000, propagate_forward_time: 6.8729362488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203382492
validation[          , genome  7016] predictions:    9767/  10000 (97.67%), best:    9782/10000 (97.82%), error:       755.24878, best error:       705.29425 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 93.2757568359s, input_fired_time: 1.2526698112, output_fired_time: 1.0313720703, propagate_forward_time: 34.0323066711, propagate_backward_time: 55.1286773682, weight_update_time: 0.0996318460, other_time: 1.8307304382
epoch time: 7.1890702248s, input_fired_time: 0.1413532943, output_fired_time: 0.0000000000, propagate_forward_time: 6.7280039787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3197131157
validation[          , genome  7016] predictions:    9728/  10000 (97.28%), best:    9782/10000 (97.82%), error:       931.13049, best error:       705.29425 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 91.7436752319s, input_fired_time: 1.2277981043, output_fired_time: 1.0140849352, propagate_forward_time: 33.5193367004, propagate_backward_time: 54.1915588379, weight_update_time: 0.0982885882, other_time: 1.7908973694
epoch time: 7.6979460716s, input_fired_time: 0.1515676230, output_fired_time: 0.0000000000, propagate_forward_time: 7.2100710869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363075256
validation[          , genome  7016] predictions:    9762/  10000 (97.62%), best:    9782/10000 (97.82%), error:       762.43396, best error:       705.29425 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 93.0776596069s, input_fired_time: 1.2426847219, output_fired_time: 1.0257579088, propagate_forward_time: 34.0172805786, propagate_backward_time: 54.9620132446, weight_update_time: 0.0984960645, other_time: 1.8299255371
epoch time: 7.2292203903s, input_fired_time: 0.1419532001, output_fired_time: 0.0000000000, propagate_forward_time: 6.7602682114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269991875
validation[          , genome  7016] predictions:    9774/  10000 (97.74%), best:    9782/10000 (97.82%), error:       743.05750, best error:       705.29425 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 91.6963882446s, input_fired_time: 1.2306342125, output_fired_time: 1.0090888739, propagate_forward_time: 33.4822578430, propagate_backward_time: 54.1943740845, weight_update_time: 0.0982534438, other_time: 1.7800331116
epoch time: 7.1782684326s, input_fired_time: 0.1397842169, output_fired_time: 0.0000000000, propagate_forward_time: 6.7196412086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188428879
validation[          , genome  7016] predictions:    9771/  10000 (97.71%), best:    9782/10000 (97.82%), error:       742.57605, best error:       705.29425 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 92.1325225830s, input_fired_time: 1.2357068062, output_fired_time: 1.0158815384, propagate_forward_time: 33.7087631226, propagate_backward_time: 54.3849983215, weight_update_time: 0.0998274982, other_time: 1.7871665955
epoch time: 7.1904339790s, input_fired_time: 0.1421454698, output_fired_time: 0.0000000000, propagate_forward_time: 6.7280344963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202538490
validation[          , genome  7016] predictions:    9755/  10000 (97.55%), best:    9782/10000 (97.82%), error:       827.15027, best error:       705.29425 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 91.8251647949s, input_fired_time: 1.2325277328, output_fired_time: 1.0216990709, propagate_forward_time: 33.5385856628, propagate_backward_time: 54.2484397888, weight_update_time: 0.0985880867, other_time: 1.7839126587
epoch time: 7.1699571609s, input_fired_time: 0.1390464753, output_fired_time: 0.0000000000, propagate_forward_time: 6.7095484734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213620186
validation[          , genome  7016] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       686.53229, best error:       686.53229 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 91.8376922607s, input_fired_time: 1.2294147015, output_fired_time: 1.0221520662, propagate_forward_time: 33.5247383118, propagate_backward_time: 54.2639694214, weight_update_time: 0.0986661091, other_time: 1.7974128723
epoch time: 7.1659560204s, input_fired_time: 0.1408432126, output_fired_time: 0.0000000000, propagate_forward_time: 6.7090039253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161087036
validation[          , genome  7016] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       801.04584, best error:       686.53229 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 91.9834518433s, input_fired_time: 1.2355176210, output_fired_time: 1.0161956549, propagate_forward_time: 33.5812149048, propagate_backward_time: 54.3388977051, weight_update_time: 0.0989715680, other_time: 1.8116226196
epoch time: 7.1759881973s, input_fired_time: 0.1426284611, output_fired_time: 0.0000000000, propagate_forward_time: 6.7141180038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192415237
validation[          , genome  7016] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       659.83405, best error:       659.83405 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 91.8259277344s, input_fired_time: 1.2377463579, output_fired_time: 1.0174033642, propagate_forward_time: 33.5474281311, propagate_backward_time: 54.2405738831, weight_update_time: 0.0986272618, other_time: 1.7827758789
epoch time: 7.1332855225s, input_fired_time: 0.1398168951, output_fired_time: 0.0000000000, propagate_forward_time: 6.6801581383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3133106232
validation[          , genome  7016] predictions:    9751/  10000 (97.51%), best:    9802/10000 (98.02%), error:       810.05457, best error:       659.83405 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 91.7868194580s, input_fired_time: 1.2319822311, output_fired_time: 1.0112820864, propagate_forward_time: 33.5366210938, propagate_backward_time: 54.2265205383, weight_update_time: 0.0991531909, other_time: 1.7804145813
epoch time: 7.1646857262s, input_fired_time: 0.1423193514, output_fired_time: 0.0000000000, propagate_forward_time: 6.7075099945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3148565292
validation[          , genome  7016] predictions:    9757/  10000 (97.57%), best:    9802/10000 (98.02%), error:       784.31744, best error:       659.83405 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 91.6380310059s, input_fired_time: 1.2314841747, output_fired_time: 1.0057438612, propagate_forward_time: 33.5605392456, propagate_backward_time: 54.0496826172, weight_update_time: 0.0980226323, other_time: 1.7905807495
epoch time: 7.1402978897s, input_fired_time: 0.1403664201, output_fired_time: 0.0000000000, propagate_forward_time: 6.6852726936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3146586418
validation[          , genome  7016] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       657.29187, best error:       657.29187 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 91.3727951050s, input_fired_time: 1.2278015614, output_fired_time: 1.0037531853, propagate_forward_time: 33.4075050354, propagate_backward_time: 53.9578742981, weight_update_time: 0.0979874730, other_time: 1.7758636475
epoch time: 7.1626763344s, input_fired_time: 0.1398107111, output_fired_time: 0.0000000000, propagate_forward_time: 6.7075018883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153638840
validation[          , genome  7016] predictions:    9778/  10000 (97.78%), best:    9800/10000 (98.00%), error:       698.97375, best error:       657.29187 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 92.9606475830s, input_fired_time: 1.2360539436, output_fired_time: 1.0106366873, propagate_forward_time: 34.2483558655, propagate_backward_time: 54.6805229187, weight_update_time: 0.1014160812, other_time: 1.7850799561
epoch time: 7.6038689613s, input_fired_time: 0.1413470358, output_fired_time: 0.0000000000, propagate_forward_time: 7.1087450981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537769318
validation[          , genome  7016] predictions:    9775/  10000 (97.75%), best:    9800/10000 (98.00%), error:       724.88605, best error:       657.29187 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 91.6723785400s, input_fired_time: 1.2305700779, output_fired_time: 1.0052375793, propagate_forward_time: 33.5184020996, propagate_backward_time: 54.1303443909, weight_update_time: 0.0984630436, other_time: 1.7878227234
epoch time: 7.1325187683s, input_fired_time: 0.1396597624, output_fired_time: 0.0000000000, propagate_forward_time: 6.6802339554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3126249313
validation[          , genome  7016] predictions:    9788/  10000 (97.88%), best:    9800/10000 (98.00%), error:       676.97827, best error:       657.29187 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 91.6404418945s, input_fired_time: 1.2298294306, output_fired_time: 1.0091459751, propagate_forward_time: 33.5133628845, propagate_backward_time: 54.1108207703, weight_update_time: 0.0981258377, other_time: 1.7772827148
epoch time: 7.1493349075s, input_fired_time: 0.1394761056, output_fired_time: 0.0000000000, propagate_forward_time: 6.6964712143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3133873940
validation[          , genome  7016] predictions:    9769/  10000 (97.69%), best:    9800/10000 (98.00%), error:       769.81232, best error:       657.29187 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 91.7623519897s, input_fired_time: 1.2328695059, output_fired_time: 1.0120896101, propagate_forward_time: 33.5061454773, propagate_backward_time: 54.2362174988, weight_update_time: 0.0980718136, other_time: 1.7750244141
epoch time: 7.1192407608s, input_fired_time: 0.1407800615, output_fired_time: 0.0000000000, propagate_forward_time: 6.6668963432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3115644455
validation[          , genome  7016] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       693.13947, best error:       657.29187 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 91.7614593506s, input_fired_time: 1.2337836027, output_fired_time: 1.0167906284, propagate_forward_time: 33.5741806030, propagate_backward_time: 54.1672668457, weight_update_time: 0.0980076641, other_time: 1.7694396973
epoch time: 7.1657385826s, input_fired_time: 0.1405822635, output_fired_time: 0.0000000000, propagate_forward_time: 6.7074661255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176903725
validation[          , genome  7016] predictions:    9765/  10000 (97.65%), best:    9800/10000 (98.00%), error:       696.53906, best error:       657.29187 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 91.4777832031s, input_fired_time: 1.2284295559, output_fired_time: 1.0027999878, propagate_forward_time: 33.4679870605, propagate_backward_time: 54.0123329163, weight_update_time: 0.0988857150, other_time: 1.7662315369
epoch time: 7.1939077377s, input_fired_time: 0.1425053328, output_fired_time: 0.0000000000, propagate_forward_time: 6.7385978699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128046989
validation[          , genome  7016] predictions:    9740/  10000 (97.40%), best:    9800/10000 (98.00%), error:       797.61981, best error:       657.29187 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 91.4272308350s, input_fired_time: 1.2298645973, output_fired_time: 1.0026689768, propagate_forward_time: 33.4221305847, propagate_backward_time: 54.0050735474, weight_update_time: 0.0975922793, other_time: 1.7674903870
epoch time: 7.1345915794s, input_fired_time: 0.1414403617, output_fired_time: 0.0000000000, propagate_forward_time: 6.6802401543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3129110336
validation[          , genome  7016] predictions:    9791/  10000 (97.91%), best:    9800/10000 (98.00%), error:       657.76001, best error:       657.29187 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 91.7713851929s, input_fired_time: 1.2347347736, output_fired_time: 1.0109395981, propagate_forward_time: 33.5450820923, propagate_backward_time: 54.2139892578, weight_update_time: 0.0977160633, other_time: 1.7666397095
epoch time: 7.1340093613s, input_fired_time: 0.1417995691, output_fired_time: 0.0000000000, propagate_forward_time: 6.6804523468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3117575645
validation[          , genome  7016] predictions:    9770/  10000 (97.70%), best:    9800/10000 (98.00%), error:       767.29846, best error:       657.29187 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 91.5272979736s, input_fired_time: 1.2329615355, output_fired_time: 1.0051467419, propagate_forward_time: 33.4703330994, propagate_backward_time: 54.0467681885, weight_update_time: 0.0974553302, other_time: 1.7720832825
epoch time: 7.1213426590s, input_fired_time: 0.1396644562, output_fired_time: 0.0000000000, propagate_forward_time: 6.6698112488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118667603
validation[          , genome  7016] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       620.61218, best error:       620.61218 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 91.7087402344s, input_fired_time: 1.2296489477, output_fired_time: 1.0096454620, propagate_forward_time: 33.5405120850, propagate_backward_time: 54.1548004150, weight_update_time: 0.0988443792, other_time: 1.7741317749
epoch time: 7.1403741837s, input_fired_time: 0.1400563270, output_fired_time: 0.0000000000, propagate_forward_time: 6.6880230904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122949600
validation[          , genome  7016] predictions:    9750/  10000 (97.50%), best:    9805/10000 (98.05%), error:       784.47571, best error:       620.61218 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 91.4477767944s, input_fired_time: 1.2281600237, output_fired_time: 1.0039131641, propagate_forward_time: 33.4539794922, propagate_backward_time: 53.9974021912, weight_update_time: 0.0978917107, other_time: 1.7643241882
epoch time: 7.1214189529s, input_fired_time: 0.1402221322, output_fired_time: 0.0000000000, propagate_forward_time: 6.6692247391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3119721413
validation[          , genome  7016] predictions:    9779/  10000 (97.79%), best:    9805/10000 (98.05%), error:       700.73572, best error:       620.61218 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 91.4287338257s, input_fired_time: 1.2306061983, output_fired_time: 1.0053662062, propagate_forward_time: 33.4188385010, propagate_backward_time: 54.0083885193, weight_update_time: 0.0973769873, other_time: 1.7655372620
epoch time: 7.2304434776s, input_fired_time: 0.1432267576, output_fired_time: 0.0000000000, propagate_forward_time: 6.7679185867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192982674
validation[          , genome  7016] predictions:    9778/  10000 (97.78%), best:    9805/10000 (98.05%), error:       729.69379, best error:       620.61218 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 91.5389938354s, input_fired_time: 1.2318773270, output_fired_time: 1.0057859421, propagate_forward_time: 33.4824981689, propagate_backward_time: 54.0452232361, weight_update_time: 0.1050815657, other_time: 1.7736091614
epoch time: 7.1624236107s, input_fired_time: 0.1407054067, output_fired_time: 0.0000000000, propagate_forward_time: 6.7076153755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3141026497
validation[          , genome  7016] predictions:    9776/  10000 (97.76%), best:    9805/10000 (98.05%), error:       739.12280, best error:       620.61218 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 91.8423309326s, input_fired_time: 1.2323520184, output_fired_time: 1.0065646172, propagate_forward_time: 33.5470771790, propagate_backward_time: 54.2798919678, weight_update_time: 0.0977380350, other_time: 1.7764472961
epoch time: 7.1489720345s, input_fired_time: 0.1409835368, output_fired_time: 0.0000000000, propagate_forward_time: 6.6958799362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3121085167
validation[          , genome  7016] predictions:    9798/  10000 (97.98%), best:    9805/10000 (98.05%), error:       641.30566, best error:       620.61218 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 91.9638671875s, input_fired_time: 1.2592726946, output_fired_time: 1.0080701113, propagate_forward_time: 33.6777153015, propagate_backward_time: 54.2530822754, weight_update_time: 0.0976895317, other_time: 1.7657279968
epoch time: 7.1430773735s, input_fired_time: 0.1407816708, output_fired_time: 0.0000000000, propagate_forward_time: 6.6887989044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134965897
validation[          , genome  7016] predictions:    9789/  10000 (97.89%), best:    9805/10000 (98.05%), error:       657.47418, best error:       620.61218 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 91.4434280396s, input_fired_time: 1.2311733961, output_fired_time: 1.0081017017, propagate_forward_time: 33.4375648499, propagate_backward_time: 54.0029983521, weight_update_time: 0.0976556763, other_time: 1.7635917664
epoch time: 7.1221013069s, input_fired_time: 0.1409949958, output_fired_time: 0.0000000000, propagate_forward_time: 6.6681246758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3129816055
validation[          , genome  7016] predictions:    9788/  10000 (97.88%), best:    9805/10000 (98.05%), error:       682.26392, best error:       620.61218 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 91.6314544678s, input_fired_time: 1.2370743752, output_fired_time: 1.0057808161, propagate_forward_time: 33.5074768066, propagate_backward_time: 54.1090278625, weight_update_time: 0.0981585681, other_time: 1.7720909119
epoch time: 7.3121190071s, input_fired_time: 0.1433077008, output_fired_time: 0.0000000000, propagate_forward_time: 6.8529582024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3158531189
validation[          , genome  7016] predictions:    9782/  10000 (97.82%), best:    9805/10000 (98.05%), error:       734.06860, best error:       620.61218 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 91.4964218140s, input_fired_time: 1.2315686941, output_fired_time: 1.0061018467, propagate_forward_time: 33.4234237671, propagate_backward_time: 54.0612754822, weight_update_time: 0.0976003036, other_time: 1.7740516663
epoch time: 7.1644554138s, input_fired_time: 0.1420947462, output_fired_time: 0.0000000000, propagate_forward_time: 6.7087106705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136501312
validation[          , genome  7016] predictions:    9754/  10000 (97.54%), best:    9805/10000 (98.05%), error:       731.45557, best error:       620.61218 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 91.6869049072s, input_fired_time: 1.2365559340, output_fired_time: 1.0076569319, propagate_forward_time: 33.5168037415, propagate_backward_time: 54.1556358337, weight_update_time: 0.0981986821, other_time: 1.7702484131
epoch time: 7.1393480301s, input_fired_time: 0.1413340718, output_fired_time: 0.0000000000, propagate_forward_time: 6.6836633682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3143506050
validation[          , genome  7016] predictions:    9790/  10000 (97.90%), best:    9805/10000 (98.05%), error:       667.62061, best error:       620.61218 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 91.5939178467s, input_fired_time: 1.2347496748, output_fired_time: 1.0033689737, propagate_forward_time: 33.4773216248, propagate_backward_time: 54.0745658875, weight_update_time: 0.0974538103, other_time: 1.8039093018
epoch time: 7.1381607056s, input_fired_time: 0.1435169280, output_fired_time: 0.0000000000, propagate_forward_time: 6.6792554855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153882027
validation[          , genome  7016] predictions:    9800/  10000 (98.00%), best:    9805/10000 (98.05%), error:       664.65454, best error:       620.61218 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 91.3343811035s, input_fired_time: 1.2326072454, output_fired_time: 1.0124899149, propagate_forward_time: 33.4178085327, propagate_backward_time: 53.9062500000, weight_update_time: 0.0975004882, other_time: 1.7652282715
epoch time: 7.1513562202s, input_fired_time: 0.1418645680, output_fired_time: 0.0000000000, propagate_forward_time: 6.6951813698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3143100739
validation[          , genome  7016] predictions:    9820/  10000 (98.20%), best:    9820/10000 (98.20%), error:       589.03979, best error:       589.03979 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 91.5584106445s, input_fired_time: 1.2380776405, output_fired_time: 1.0071982145, propagate_forward_time: 33.4896469116, propagate_backward_time: 54.0574722290, weight_update_time: 0.0974967256, other_time: 1.7660217285
epoch time: 7.1162276268s, input_fired_time: 0.1414742172, output_fired_time: 0.0000000000, propagate_forward_time: 6.6622719765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3124814034
validation[          , genome  7016] predictions:    9795/  10000 (97.95%), best:    9820/10000 (98.20%), error:       695.91797, best error:       589.03979 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 91.4823455811s, input_fired_time: 1.2321542501, output_fired_time: 1.0026708841, propagate_forward_time: 33.4688873291, propagate_backward_time: 54.0100059509, weight_update_time: 0.0975434110, other_time: 1.7686271667
epoch time: 7.1332888603s, input_fired_time: 0.1415532231, output_fired_time: 0.0000000000, propagate_forward_time: 6.6769571304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3147783279
validation[          , genome  7016] predictions:    9787/  10000 (97.87%), best:    9820/10000 (98.20%), error:       752.99591, best error:       589.03979 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 91.7848434448s, input_fired_time: 1.2370268106, output_fired_time: 1.0079022646, propagate_forward_time: 33.5657997131, propagate_backward_time: 54.1976089478, weight_update_time: 0.0987912193, other_time: 1.7765007019
epoch time: 7.1423897743s, input_fired_time: 0.1401359588, output_fired_time: 0.0000000000, propagate_forward_time: 6.6879968643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142571449
validation[          , genome  7016] predictions:    9825/  10000 (98.25%), best:    9820/10000 (98.20%), error:       594.25134, best error:       589.03979 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 91.5673370361s, input_fired_time: 1.2436164618, output_fired_time: 1.0048798323, propagate_forward_time: 33.4647140503, propagate_backward_time: 54.0795593262, weight_update_time: 0.0986614600, other_time: 1.7745666504
epoch time: 7.1159858704s, input_fired_time: 0.1398877650, output_fired_time: 0.0000000000, propagate_forward_time: 6.6632285118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128695488
validation[          , genome  7016] predictions:    9798/  10000 (97.98%), best:    9820/10000 (98.20%), error:       646.43976, best error:       589.03979 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 91.6320419312s, input_fired_time: 1.2352554798, output_fired_time: 1.0145810843, propagate_forward_time: 33.4874877930, propagate_backward_time: 54.1208381653, weight_update_time: 0.0980711654, other_time: 1.7738838196
epoch time: 7.1878719330s, input_fired_time: 0.1538492888, output_fired_time: 0.0000000000, propagate_forward_time: 6.7199153900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3141074181
validation[          , genome  7016] predictions:    9782/  10000 (97.82%), best:    9820/10000 (98.20%), error:       678.38049, best error:       589.03979 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 91.5167236328s, input_fired_time: 1.2352708578, output_fired_time: 1.0066634417, propagate_forward_time: 33.5087890625, propagate_backward_time: 54.0011253357, weight_update_time: 0.0978002623, other_time: 1.7648811340
epoch time: 7.1176853180s, input_fired_time: 0.1416873038, output_fired_time: 0.0000000000, propagate_forward_time: 6.6639580727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120398521
validation[          , genome  7016] predictions:    9756/  10000 (97.56%), best:    9820/10000 (98.20%), error:       791.91656, best error:       589.03979 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 91.4593505859s, input_fired_time: 1.2398425341, output_fired_time: 1.0026032925, propagate_forward_time: 33.4178581238, propagate_backward_time: 54.0391960144, weight_update_time: 0.0973751023, other_time: 1.7598495483
epoch time: 7.1642699242s, input_fired_time: 0.1425124556, output_fired_time: 0.0000000000, propagate_forward_time: 6.7066116333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3151459694
validation[          , genome  7016] predictions:    9781/  10000 (97.81%), best:    9820/10000 (98.20%), error:       731.45050, best error:       589.03979 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 91.5469207764s, input_fired_time: 1.2350242138, output_fired_time: 1.0039194822, propagate_forward_time: 33.5248718262, propagate_backward_time: 54.0140495300, weight_update_time: 0.0976161286, other_time: 1.7690544128
epoch time: 7.2146329880s, input_fired_time: 0.1435963362, output_fired_time: 0.0000000000, propagate_forward_time: 6.7573032379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3137335777
validation[          , genome  7016] predictions:    9814/  10000 (98.14%), best:    9820/10000 (98.20%), error:       627.36200, best error:       589.03979 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 91.5044250488s, input_fired_time: 1.2363065481, output_fired_time: 1.0074042082, propagate_forward_time: 33.4945144653, propagate_backward_time: 53.9915084839, weight_update_time: 0.1005956754, other_time: 1.7746963501
epoch time: 7.1630778313s, input_fired_time: 0.1415634751, output_fired_time: 0.0000000000, propagate_forward_time: 6.7089896202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3125247955
validation[          , genome  7016] predictions:    9814/  10000 (98.14%), best:    9820/10000 (98.20%), error:       656.09131, best error:       589.03979 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 91.5870590210s, input_fired_time: 1.2360887527, output_fired_time: 1.0047851801, propagate_forward_time: 33.5240974426, propagate_backward_time: 54.0496826172, weight_update_time: 0.0977651626, other_time: 1.7724037170
epoch time: 7.1492290497s, input_fired_time: 0.1428769380, output_fired_time: 0.0000000000, propagate_forward_time: 6.6939005852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3124513626
validation[          , genome  7016] predictions:    9778/  10000 (97.78%), best:    9820/10000 (98.20%), error:       710.26758, best error:       589.03979 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 91.4689178467s, input_fired_time: 1.2340242863, output_fired_time: 1.0042338371, propagate_forward_time: 33.4486160278, propagate_backward_time: 54.0094451904, weight_update_time: 0.0974497572, other_time: 1.7725982666
epoch time: 7.1599178314s, input_fired_time: 0.1412130892, output_fired_time: 0.0000000000, propagate_forward_time: 6.7031950951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3155097961
validation[          , genome  7016] predictions:    9798/  10000 (97.98%), best:    9820/10000 (98.20%), error:       661.88971, best error:       589.03979 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 91.4670944214s, input_fired_time: 1.2308475971, output_fired_time: 1.0058652163, propagate_forward_time: 33.4484329224, propagate_backward_time: 54.0172157288, weight_update_time: 0.0978867039, other_time: 1.7647285461
epoch time: 7.1716551781s, input_fired_time: 0.1427516192, output_fired_time: 0.0000000000, propagate_forward_time: 6.7163252831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3125782013
validation[          , genome  7016] predictions:    9809/  10000 (98.09%), best:    9820/10000 (98.20%), error:       613.03394, best error:       589.03979 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 91.7467803955s, input_fired_time: 1.2329273224, output_fired_time: 1.0085555315, propagate_forward_time: 33.5495605469, propagate_backward_time: 54.1830520630, weight_update_time: 0.0981825292, other_time: 1.7726898193
epoch time: 7.1698651314s, input_fired_time: 0.1427768469, output_fired_time: 0.0000000000, propagate_forward_time: 6.7143592834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127288818
validation[          , genome  7016] predictions:    9805/  10000 (98.05%), best:    9820/10000 (98.20%), error:       640.32910, best error:       589.03979 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 91.5323486328s, input_fired_time: 1.2410483360, output_fired_time: 1.0033264160, propagate_forward_time: 33.4850502014, propagate_backward_time: 54.0386238098, weight_update_time: 0.0976531506, other_time: 1.7642974854
epoch time: 7.2222137451s, input_fired_time: 0.1406805217, output_fired_time: 0.0000000000, propagate_forward_time: 6.7696514130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118820190
validation[          , genome  7016] predictions:    9789/  10000 (97.89%), best:    9820/10000 (98.20%), error:       683.13776, best error:       589.03979 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 91.5302352905s, input_fired_time: 1.2326384783, output_fired_time: 1.0080608130, propagate_forward_time: 33.4630889893, propagate_backward_time: 54.0553092957, weight_update_time: 0.0977607295, other_time: 1.7711372375
epoch time: 7.1354579926s, input_fired_time: 0.1409085393, output_fired_time: 0.0000000000, propagate_forward_time: 6.6812601089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3132891655
validation[          , genome  7016] predictions:    9810/  10000 (98.10%), best:    9820/10000 (98.20%), error:       623.37213, best error:       589.03979 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 91.6008453369s, input_fired_time: 1.2356328964, output_fired_time: 1.0024660826, propagate_forward_time: 33.4908599854, propagate_backward_time: 54.0962219238, weight_update_time: 0.0976823792, other_time: 1.7756652832
epoch time: 7.1197719574s, input_fired_time: 0.1413209289, output_fired_time: 0.0000000000, propagate_forward_time: 6.6656970978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127541542
validation[          , genome  7016] predictions:    9772/  10000 (97.72%), best:    9820/10000 (98.20%), error:       736.69061, best error:       589.03979 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 91.7780532837s, input_fired_time: 1.2400949001, output_fired_time: 1.0102962255, propagate_forward_time: 33.5746040344, propagate_backward_time: 54.1851158142, weight_update_time: 0.0978562087, other_time: 1.7679367065
epoch time: 7.2081952095s, input_fired_time: 0.1437627375, output_fired_time: 0.0000000000, propagate_forward_time: 6.7509031296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135294914
validation[          , genome  7016] predictions:    9819/  10000 (98.19%), best:    9820/10000 (98.20%), error:       598.15863, best error:       589.03979 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 152.3287963867s, input_fired_time: 1.4017109871, output_fired_time: 1.5696455240, propagate_forward_time: 82.6842041016, propagate_backward_time: 64.6314239502, weight_update_time: 0.1119812429, other_time: 2.0418090820
epoch time: 7.1824831963s, input_fired_time: 0.1427389085, output_fired_time: 0.0000000000, propagate_forward_time: 6.7255101204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142342567
validation[          , genome  7016] predictions:    9813/  10000 (98.13%), best:    9820/10000 (98.20%), error:       609.70459, best error:       589.03979 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 91.7929077148s, input_fired_time: 1.2395539284, output_fired_time: 1.0183608532, propagate_forward_time: 33.5657730103, propagate_backward_time: 54.2011222839, weight_update_time: 0.0978282690, other_time: 1.7680931091
epoch time: 7.1417431831s, input_fired_time: 0.1422688961, output_fired_time: 0.0000000000, propagate_forward_time: 6.6871986389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122758865
validation[          , genome  7016] predictions:    9781/  10000 (97.81%), best:    9820/10000 (98.20%), error:       717.16479, best error:       589.03979 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 91.6256790161s, input_fired_time: 1.2340818644, output_fired_time: 1.0029159784, propagate_forward_time: 33.4503326416, propagate_backward_time: 54.1651649475, weight_update_time: 0.0976142436, other_time: 1.7731819153
epoch time: 7.1780900955s, input_fired_time: 0.1426029801, output_fired_time: 0.0000000000, propagate_forward_time: 6.7212033272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142838478
validation[          , genome  7016] predictions:    9829/  10000 (98.29%), best:    9829/10000 (98.29%), error:       587.21472, best error:       587.21472 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 91.7935104370s, input_fired_time: 1.2511053085, output_fired_time: 1.0044479370, propagate_forward_time: 33.6701469421, propagate_backward_time: 54.0965347290, weight_update_time: 0.0980634391, other_time: 1.7712745667
epoch time: 7.1748175621s, input_fired_time: 0.1416689754, output_fired_time: 0.0000000000, propagate_forward_time: 6.7181935310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3149552345
validation[          , genome  7016] predictions:    9801/  10000 (98.01%), best:    9829/10000 (98.29%), error:       653.92773, best error:       587.21472 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 91.7434921265s, input_fired_time: 1.2400972843, output_fired_time: 1.0047843456, propagate_forward_time: 33.5399589539, propagate_backward_time: 54.1857833862, weight_update_time: 0.0979660377, other_time: 1.7728691101
epoch time: 7.3038239479s, input_fired_time: 0.1439937949, output_fired_time: 0.0000000000, propagate_forward_time: 6.8341922760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3256378174
validation[          , genome  7016] predictions:    9816/  10000 (98.16%), best:    9829/10000 (98.29%), error:       601.27820, best error:       587.21472 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 91.5629043579s, input_fired_time: 1.2344962358, output_fired_time: 1.0051110983, propagate_forward_time: 33.4639892578, propagate_backward_time: 54.0865249634, weight_update_time: 0.0978646204, other_time: 1.7727813721
epoch time: 7.1588616371s, input_fired_time: 0.1423815042, output_fired_time: 0.0000000000, propagate_forward_time: 6.7025060654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3139739037
validation[          , genome  7016] predictions:    9807/  10000 (98.07%), best:    9829/10000 (98.29%), error:       644.05859, best error:       587.21472 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 91.8862915039s, input_fired_time: 1.2384289503, output_fired_time: 1.0080298185, propagate_forward_time: 33.5794563293, propagate_backward_time: 54.2854614258, weight_update_time: 0.0981156528, other_time: 1.7749214172
epoch time: 7.2135062218s, input_fired_time: 0.1431945711, output_fired_time: 0.0000000000, propagate_forward_time: 6.7544717789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3158397675
validation[          , genome  7016] predictions:    9820/  10000 (98.20%), best:    9829/10000 (98.29%), error:       646.83978, best error:       587.21472 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 91.5413131714s, input_fired_time: 1.2403156757, output_fired_time: 1.0133318901, propagate_forward_time: 33.4619865417, propagate_backward_time: 54.0614967346, weight_update_time: 0.0975971296, other_time: 1.7641830444
epoch time: 7.2830557823s, input_fired_time: 0.1454042643, output_fired_time: 0.0000000000, propagate_forward_time: 6.8180813789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195700645
validation[          , genome  7016] predictions:    9823/  10000 (98.23%), best:    9829/10000 (98.29%), error:       619.05536, best error:       587.21472 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 92.4713287354s, input_fired_time: 1.2401640415, output_fired_time: 1.0026503801, propagate_forward_time: 33.5309524536, propagate_backward_time: 54.9366912842, weight_update_time: 0.0974606201, other_time: 1.7608718872
epoch time: 7.1392798424s, input_fired_time: 0.1412969381, output_fired_time: 0.0000000000, propagate_forward_time: 6.6845707893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134121895
validation[          , genome  7016] predictions:    9799/  10000 (97.99%), best:    9829/10000 (98.29%), error:       635.03436, best error:       587.21472 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 91.6247177124s, input_fired_time: 1.2379579544, output_fired_time: 1.0073866844, propagate_forward_time: 33.5003929138, propagate_backward_time: 54.1104316711, weight_update_time: 0.0978068039, other_time: 1.7685470581
epoch time: 7.1866116524s, input_fired_time: 0.1415691227, output_fired_time: 0.0000000000, propagate_forward_time: 6.7310748100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3139677048
validation[          , genome  7016] predictions:    9796/  10000 (97.96%), best:    9829/10000 (98.29%), error:       697.05286, best error:       587.21472 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 91.5930557251s, input_fired_time: 1.2434147596, output_fired_time: 1.0069788694, propagate_forward_time: 33.5349235535, propagate_backward_time: 54.0458869934, weight_update_time: 0.0977803469, other_time: 1.7618484497
epoch time: 7.1715903282s, input_fired_time: 0.1430775672, output_fired_time: 0.0000000000, propagate_forward_time: 6.7134318352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3150811195
validation[          , genome  7016] predictions:    9822/  10000 (98.22%), best:    9829/10000 (98.29%), error:       620.99280, best error:       587.21472 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 91.5354232788s, input_fired_time: 1.2338421345, output_fired_time: 1.0037592649, propagate_forward_time: 33.4342994690, propagate_backward_time: 54.0780448914, weight_update_time: 0.0978080705, other_time: 1.7854766846
epoch time: 7.1941623688s, input_fired_time: 0.1429712623, output_fired_time: 0.0000000000, propagate_forward_time: 6.7329959869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3181953430
validation[          , genome  7016] predictions:    9820/  10000 (98.20%), best:    9829/10000 (98.29%), error:       604.75116, best error:       587.21472 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 91.4526062012s, input_fired_time: 1.2386230230, output_fired_time: 1.0041643381, propagate_forward_time: 33.4372673035, propagate_backward_time: 54.0049514771, weight_update_time: 0.0976214185, other_time: 1.7675971985
epoch time: 7.1940293312s, input_fired_time: 0.1431096345, output_fired_time: 0.0000000000, propagate_forward_time: 6.7295536995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213658333
validation[          , genome  7016] predictions:    9819/  10000 (98.19%), best:    9819/10000 (98.19%), error:       568.33112, best error:       568.33112 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 93.8355178833s, input_fired_time: 1.2608968019, output_fired_time: 1.0220110416, propagate_forward_time: 34.1344223022, propagate_backward_time: 55.6143341064, weight_update_time: 0.0992934555, other_time: 1.8038558960
epoch time: 7.1379060745s, input_fired_time: 0.1428554654, output_fired_time: 0.0000000000, propagate_forward_time: 6.6805191040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3145313263
validation[          , genome  7016] predictions:    9798/  10000 (97.98%), best:    9819/10000 (98.19%), error:       664.46271, best error:       568.33112 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 91.6841201782s, input_fired_time: 1.2377712727, output_fired_time: 1.0060808659, propagate_forward_time: 33.5318641663, propagate_backward_time: 54.1320152283, weight_update_time: 0.0980347693, other_time: 1.7763900757
epoch time: 7.1903467178s, input_fired_time: 0.1430265456, output_fired_time: 0.0000000000, propagate_forward_time: 6.7226152420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247051239
validation[          , genome  7016] predictions:    9772/  10000 (97.72%), best:    9819/10000 (98.19%), error:       744.93744, best error:       568.33112 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 91.8657302856s, input_fired_time: 1.2515885830, output_fired_time: 1.0074054003, propagate_forward_time: 33.5602378845, propagate_backward_time: 54.2699966431, weight_update_time: 0.0987202674, other_time: 1.7765007019
epoch time: 7.1736149788s, input_fired_time: 0.1422181726, output_fired_time: 0.0000000000, propagate_forward_time: 6.7162804604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3151164055
validation[          , genome  7016] predictions:    9809/  10000 (98.09%), best:    9819/10000 (98.19%), error:       657.11719, best error:       568.33112 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 91.7845535278s, input_fired_time: 1.2386260033, output_fired_time: 1.0099129677, propagate_forward_time: 33.5374031067, propagate_backward_time: 54.2131156921, weight_update_time: 0.0994153321, other_time: 1.7854995728
epoch time: 7.1717329025s, input_fired_time: 0.1449228078, output_fired_time: 0.0000000000, propagate_forward_time: 6.7115302086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152799606
validation[          , genome  7016] predictions:    9755/  10000 (97.55%), best:    9819/10000 (98.19%), error:       816.53430, best error:       568.33112 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 91.5392684937s, input_fired_time: 1.2452366352, output_fired_time: 1.0071797371, propagate_forward_time: 33.4609107971, propagate_backward_time: 54.0509757996, weight_update_time: 0.0986527950, other_time: 1.7749633789
epoch time: 7.1645073891s, input_fired_time: 0.1417538524, output_fired_time: 0.0000000000, propagate_forward_time: 6.7080273628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3147263527
validation[          , genome  7016] predictions:    9820/  10000 (98.20%), best:    9819/10000 (98.19%), error:       593.05969, best error:       568.33112 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 91.6380538940s, input_fired_time: 1.2386069298, output_fired_time: 1.0047979355, propagate_forward_time: 33.4745407104, propagate_backward_time: 54.1468276978, weight_update_time: 0.0976460129, other_time: 1.7732772827
epoch time: 7.1380696297s, input_fired_time: 0.1423624903, output_fired_time: 0.0000000000, propagate_forward_time: 6.6809735298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3147335052
validation[          , genome  7016] predictions:    9812/  10000 (98.12%), best:    9819/10000 (98.19%), error:       600.93347, best error:       568.33112 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 91.8177795410s, input_fired_time: 1.2439241409, output_fired_time: 1.0089989901, propagate_forward_time: 33.5843925476, propagate_backward_time: 54.1918029785, weight_update_time: 0.0981140584, other_time: 1.7886543274
epoch time: 7.1751246452s, input_fired_time: 0.1437223107, output_fired_time: 0.0000000000, propagate_forward_time: 6.7104315758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209705353
validation[          , genome  7016] predictions:    9806/  10000 (98.06%), best:    9819/10000 (98.19%), error:       640.54590, best error:       568.33112 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 92.5542449951s, input_fired_time: 1.2398178577, output_fired_time: 1.0077565908, propagate_forward_time: 33.5083236694, propagate_backward_time: 55.0269622803, weight_update_time: 0.0988518894, other_time: 1.7713851929
epoch time: 7.1907901764s, input_fired_time: 0.1432573795, output_fired_time: 0.0000000000, propagate_forward_time: 6.7332773209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142557144
validation[          , genome  7016] predictions:    9814/  10000 (98.14%), best:    9819/10000 (98.19%), error:       601.89606, best error:       568.33112 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 91.8122940063s, input_fired_time: 1.2386767864, output_fired_time: 1.0057749748, propagate_forward_time: 33.5248680115, propagate_backward_time: 54.2631149292, weight_update_time: 0.0981632620, other_time: 1.7798576355
epoch time: 7.1228122711s, input_fired_time: 0.1415230930, output_fired_time: 0.0000000000, propagate_forward_time: 6.6683688164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3129205704
validation[          , genome  7016] predictions:    9779/  10000 (97.79%), best:    9819/10000 (98.19%), error:       715.79205, best error:       568.33112 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 91.4553604126s, input_fired_time: 1.2341599464, output_fired_time: 1.0061029196, propagate_forward_time: 33.3844833374, propagate_backward_time: 54.0588150024, weight_update_time: 0.0978136584, other_time: 1.7717971802
epoch time: 7.1663970947s, input_fired_time: 0.1425220668, output_fired_time: 0.0000000000, propagate_forward_time: 6.7068872452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3169879913
validation[          , genome  7016] predictions:    9801/  10000 (98.01%), best:    9819/10000 (98.19%), error:       641.34729, best error:       568.33112 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 92.3568954468s, input_fired_time: 1.2399899960, output_fired_time: 1.0081447363, propagate_forward_time: 34.0516891479, propagate_backward_time: 54.2785453796, weight_update_time: 0.0982390940, other_time: 1.7785224915
epoch time: 7.2064285278s, input_fired_time: 0.1429478675, output_fired_time: 0.0000000000, propagate_forward_time: 6.7489385605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3145422935
validation[          , genome  7016] predictions:    9818/  10000 (98.18%), best:    9819/10000 (98.19%), error:       610.16296, best error:       568.33112 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 91.5858001709s, input_fired_time: 1.2379505634, output_fired_time: 1.0060819387, propagate_forward_time: 33.4795150757, propagate_backward_time: 54.0865058899, weight_update_time: 0.0986935422, other_time: 1.7757453918
epoch time: 7.1469135284s, input_fired_time: 0.1429813802, output_fired_time: 0.0000000000, propagate_forward_time: 6.6907863617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131456375
validation[          , genome  7016] predictions:    9813/  10000 (98.13%), best:    9819/10000 (98.19%), error:       616.12531, best error:       568.33112 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 92.4216613770s, input_fired_time: 1.2628141642, output_fired_time: 1.0108994246, propagate_forward_time: 33.7197608948, propagate_backward_time: 54.6382255554, weight_update_time: 0.0983247384, other_time: 1.7899551392
epoch time: 7.5933303833s, input_fired_time: 0.1475808173, output_fired_time: 0.0000000000, propagate_forward_time: 7.1204252243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3253245354
validation[          , genome  7016] predictions:    9798/  10000 (97.98%), best:    9819/10000 (98.19%), error:       683.95795, best error:       568.33112 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 105.6957244873s, input_fired_time: 1.2936441898, output_fired_time: 1.0529888868, propagate_forward_time: 34.7647323608, propagate_backward_time: 66.7451248169, weight_update_time: 0.1015722752, other_time: 1.8392333984
epoch time: 7.4696240425s, input_fired_time: 0.1482246220, output_fired_time: 0.0000000000, propagate_forward_time: 7.0033292770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180699348
validation[          , genome  7016] predictions:    9805/  10000 (98.05%), best:    9819/10000 (98.19%), error:       669.48785, best error:       568.33112 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 93.0888977051s, input_fired_time: 1.2705031633, output_fired_time: 1.0233104229, propagate_forward_time: 34.0147895813, propagate_backward_time: 54.9749908447, weight_update_time: 0.0991481990, other_time: 1.8053092957
epoch time: 7.2196907997s, input_fired_time: 0.1456615478, output_fired_time: 0.0000000000, propagate_forward_time: 6.7578935623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161358833
validation[          , genome  7016] predictions:    9783/  10000 (97.83%), best:    9819/10000 (98.19%), error:       697.15479, best error:       568.33112 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 93.1581344604s, input_fired_time: 1.2576793432, output_fired_time: 1.0219987631, propagate_forward_time: 33.9893760681, propagate_backward_time: 55.0912055969, weight_update_time: 0.0982319862, other_time: 1.7978744507
epoch time: 7.1895947456s, input_fired_time: 0.1437987536, output_fired_time: 0.0000000000, propagate_forward_time: 6.7270164490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187794685
validation[          , genome  7016] predictions:    9801/  10000 (98.01%), best:    9819/10000 (98.19%), error:       616.44586, best error:       568.33112 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 95.8531188965s, input_fired_time: 1.3026746511, output_fired_time: 1.0242606401, propagate_forward_time: 35.0660629272, propagate_backward_time: 56.4505882263, weight_update_time: 0.1022029892, other_time: 2.0095329285
epoch time: 7.1488685608s, input_fired_time: 0.1427602768, output_fired_time: 0.0000000000, propagate_forward_time: 6.6937675476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123407364
validation[          , genome  7016] predictions:    9812/  10000 (98.12%), best:    9819/10000 (98.19%), error:       604.81403, best error:       568.33112 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 91.8966903687s, input_fired_time: 1.2453070879, output_fired_time: 1.0075774193, propagate_forward_time: 33.6204338074, propagate_backward_time: 54.2456893921, weight_update_time: 0.0980210826, other_time: 1.7776832581
epoch time: 7.2152690887s, input_fired_time: 0.1428294033, output_fired_time: 0.0000000000, propagate_forward_time: 6.7560338974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164057732
validation[          , genome  7016] predictions:    9792/  10000 (97.92%), best:    9819/10000 (98.19%), error:       662.65442, best error:       568.33112 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 104.7659454346s, input_fired_time: 1.2546683550, output_fired_time: 1.0241824389, propagate_forward_time: 44.9736175537, propagate_backward_time: 55.6517219543, weight_update_time: 0.1006672010, other_time: 1.8617515564
epoch time: 7.1748061180s, input_fired_time: 0.1443322301, output_fired_time: 0.0000000000, propagate_forward_time: 6.7157855034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3146882057
validation[          , genome  7016] predictions:    9810/  10000 (98.10%), best:    9819/10000 (98.19%), error:       615.79340, best error:       568.33112 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 91.6765747070s, input_fired_time: 1.2507506609, output_fired_time: 1.0072441101, propagate_forward_time: 33.5116310120, propagate_backward_time: 54.1307449341, weight_update_time: 0.0988582447, other_time: 1.7762031555
epoch time: 7.1368265152s, input_fired_time: 0.1421087831, output_fired_time: 0.0000000000, propagate_forward_time: 6.6809959412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3137216568
validation[          , genome  7016] predictions:    9818/  10000 (98.18%), best:    9819/10000 (98.19%), error:       601.40118, best error:       568.33112 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 91.8013229370s, input_fired_time: 1.2466249466, output_fired_time: 1.0112369061, propagate_forward_time: 33.6058082581, propagate_backward_time: 54.1404380798, weight_update_time: 0.0985299647, other_time: 1.7972106934
epoch time: 7.2990746498s, input_fired_time: 0.1459018886, output_fired_time: 0.0000000000, propagate_forward_time: 6.8311724663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3220005035
validation[          , genome  7016] predictions:    9793/  10000 (97.93%), best:    9819/10000 (98.19%), error:       685.76544, best error:       568.33112 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 92.5115737915s, input_fired_time: 1.2577270269, output_fired_time: 1.0166193247, propagate_forward_time: 33.7687339783, propagate_backward_time: 54.6686706543, weight_update_time: 0.0989874080, other_time: 1.7998237610
epoch time: 7.2614483833s, input_fired_time: 0.1456285715, output_fired_time: 0.0000000000, propagate_forward_time: 6.7968940735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189258575
validation[          , genome  7016] predictions:    9810/  10000 (98.10%), best:    9819/10000 (98.19%), error:       604.80817, best error:       568.33112 on epoch:    78, 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: 35.9804573059s, input_fired_time: 0.7208581567, output_fired_time: 0.0000000000, propagate_forward_time: 33.6290359497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6305618286
best training[          , genome  7016] predictions:   49882/  50000 (99.76%), best:    9819/10000 (98.19%), error:       653.22192, best error:       568.33112 on epoch:    78, 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: 7.1873211861s, input_fired_time: 0.1423684955, output_fired_time: 0.0000000000, propagate_forward_time: 6.7258372307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191156387
   testing[          , genome  7016] predictions:    9840/  10000 (98.40%), best:    9819/10000 (98.19%), error:       516.46716, best error:       568.33112 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:19:56 (6736): called boinc_finish(0)

</stderr_txt>
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