Nameexact_genome_1517574602_52_18256_1
Workunit2990358
Created9 Feb 2018, 4:31:57 UTC
Sent9 Feb 2018, 5:01:43 UTC
Report deadline9 Mar 2018, 4:33:37 UTC
Received9 Feb 2018, 22:44:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID72628
Run time14 hours 29 min 27 sec
CPU time14 hours 28 min 56 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.92 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size173.15 MB
Peak swap size174.95 MB
Peak disk usage3.44 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
0000, other_time: 3.5218925476
validation[          , genome 18256] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       395.46701, best error:       395.46701 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 469.1290588379s, input_fired_time: 8.0164499283, output_fired_time: 7.2073092461, propagate_forward_time: 194.7124176025, propagate_backward_time: 240.1075134277, weight_update_time: 1.2470802069, other_time: 19.0853576660
epoch time: 44.8676986694s, input_fired_time: 1.2306188345, output_fired_time: 0.0000000000, propagate_forward_time: 40.0599327087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5771484375
validation[          , genome 18256] predictions:    9828/  10000 (98.28%), best:    9875/10000 (98.75%), error:       548.02808, best error:       395.46701 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 469.6415100098s, input_fired_time: 8.0157337189, output_fired_time: 7.2445249557, propagate_forward_time: 194.8413543701, propagate_backward_time: 240.2176666260, weight_update_time: 1.2476534843, other_time: 19.3221893311
epoch time: 44.5966567993s, input_fired_time: 1.1586879492, output_fired_time: 0.0000000000, propagate_forward_time: 39.9604988098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4774703979
validation[          , genome 18256] predictions:    9828/  10000 (98.28%), best:    9875/10000 (98.75%), error:       537.52698, best error:       395.46701 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 469.7348632812s, input_fired_time: 8.0566186905, output_fired_time: 7.2481961250, propagate_forward_time: 194.8937683105, propagate_backward_time: 240.3699035645, weight_update_time: 1.2484564781, other_time: 19.1663818359
epoch time: 44.6063232422s, input_fired_time: 1.1538116932, output_fired_time: 0.0000000000, propagate_forward_time: 39.9513511658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5011596680
validation[          , genome 18256] predictions:    9849/  10000 (98.49%), best:    9875/10000 (98.75%), error:       475.02332, best error:       395.46701 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 470.2082519531s, input_fired_time: 8.0764970779, output_fired_time: 7.2739286423, propagate_forward_time: 195.1313476562, propagate_backward_time: 240.6193542480, weight_update_time: 1.2491596937, other_time: 19.1071166992
epoch time: 44.7432594299s, input_fired_time: 1.1490975618, output_fired_time: 0.0000000000, propagate_forward_time: 40.0963630676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4977989197
validation[          , genome 18256] predictions:    9867/  10000 (98.67%), best:    9875/10000 (98.75%), error:       449.94763, best error:       395.46701 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 470.7568359375s, input_fired_time: 8.0428514481, output_fired_time: 7.2516293526, propagate_forward_time: 195.3026123047, propagate_backward_time: 240.9462890625, weight_update_time: 1.2748804092, other_time: 19.2134704590
epoch time: 44.3920707703s, input_fired_time: 1.1174309254, output_fired_time: 0.0000000000, propagate_forward_time: 39.8577270508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4169120789
validation[          , genome 18256] predictions:    9846/  10000 (98.46%), best:    9875/10000 (98.75%), error:       503.56406, best error:       395.46701 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 467.3412170410s, input_fired_time: 7.8061556816, output_fired_time: 6.9867491722, propagate_forward_time: 194.3196868896, propagate_backward_time: 239.5502929688, weight_update_time: 1.2294114828, other_time: 18.6783447266
epoch time: 44.4660873413s, input_fired_time: 1.1375403404, output_fired_time: 0.0000000000, propagate_forward_time: 39.8862609863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4422874451
validation[          , genome 18256] predictions:    9852/  10000 (98.52%), best:    9875/10000 (98.75%), error:       490.91827, best error:       395.46701 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 469.4764099121s, input_fired_time: 8.0462903976, output_fired_time: 7.2719516754, propagate_forward_time: 194.7512207031, propagate_backward_time: 240.1638793945, weight_update_time: 1.2479081154, other_time: 19.2430725098
epoch time: 44.4570312500s, input_fired_time: 1.1463183165, output_fired_time: 0.0000000000, propagate_forward_time: 39.8925819397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4181327820
validation[          , genome 18256] predictions:    9839/  10000 (98.39%), best:    9875/10000 (98.75%), error:       479.51309, best error:       395.46701 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 469.7625732422s, input_fired_time: 8.0598983765, output_fired_time: 7.3577704430, propagate_forward_time: 194.6878662109, propagate_backward_time: 240.2558746338, weight_update_time: 1.2439643145, other_time: 19.4011688232
epoch time: 44.6032180786s, input_fired_time: 1.1656581163, output_fired_time: 0.0000000000, propagate_forward_time: 39.9239158630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5136451721
validation[          , genome 18256] predictions:    9851/  10000 (98.51%), best:    9875/10000 (98.75%), error:       453.50687, best error:       395.46701 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 469.5856323242s, input_fired_time: 8.0227613449, output_fired_time: 7.3145813942, propagate_forward_time: 194.6920166016, propagate_backward_time: 240.2357482910, weight_update_time: 1.2521277666, other_time: 19.3205261230
epoch time: 44.6795120239s, input_fired_time: 1.1575717926, output_fired_time: 0.0000000000, propagate_forward_time: 39.9271430969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5947990417
validation[          , genome 18256] predictions:    9859/  10000 (98.59%), best:    9875/10000 (98.75%), error:       496.15573, best error:       395.46701 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 469.7433776855s, input_fired_time: 7.9970140457, output_fired_time: 7.2202296257, propagate_forward_time: 194.9472198486, propagate_backward_time: 240.4388885498, weight_update_time: 1.2595762014, other_time: 19.1400299072
epoch time: 44.6313896179s, input_fired_time: 1.1539418697, output_fired_time: 0.0000000000, propagate_forward_time: 39.9670257568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5104217529
validation[          , genome 18256] predictions:    9872/  10000 (98.72%), best:    9875/10000 (98.75%), error:       421.09650, best error:       395.46701 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 470.3469238281s, input_fired_time: 8.0689954758, output_fired_time: 7.2546954155, propagate_forward_time: 195.0902252197, propagate_backward_time: 240.5372924805, weight_update_time: 1.2563595772, other_time: 19.3956909180
epoch time: 44.5816802979s, input_fired_time: 1.1507086754, output_fired_time: 0.0000000000, propagate_forward_time: 39.9731941223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4577789307
validation[          , genome 18256] predictions:    9841/  10000 (98.41%), best:    9875/10000 (98.75%), error:       502.19049, best error:       395.46701 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 470.5869750977s, input_fired_time: 8.0463924408, output_fired_time: 7.2886676788, propagate_forward_time: 195.0649261475, propagate_backward_time: 240.4466247559, weight_update_time: 1.2635928392, other_time: 19.7403869629
epoch time: 44.6253318787s, input_fired_time: 1.1569522619, output_fired_time: 0.0000000000, propagate_forward_time: 39.9694633484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4989166260
validation[          , genome 18256] predictions:    9852/  10000 (98.52%), best:    9875/10000 (98.75%), error:       502.52396, best error:       395.46701 on epoch:    14, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 470.2790832520s, input_fired_time: 8.0484704971, output_fired_time: 7.3615231514, propagate_forward_time: 195.0371246338, propagate_backward_time: 240.3552703857, weight_update_time: 1.2575813532, other_time: 19.4766998291
epoch time: 44.5779075623s, input_fired_time: 1.1499110460, output_fired_time: 0.0000000000, propagate_forward_time: 39.9491271973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4788703918
validation[          , genome 18256] predictions:    9856/  10000 (98.56%), best:    9875/10000 (98.75%), error:       468.98578, best error:       395.46701 on epoch:    14, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 470.0585021973s, input_fired_time: 8.0556116104, output_fired_time: 7.2705106735, propagate_forward_time: 195.1814422607, propagate_backward_time: 240.2359313965, weight_update_time: 1.2518792152, other_time: 19.3150329590
epoch time: 44.7135086060s, input_fired_time: 1.1461976767, output_fired_time: 0.0000000000, propagate_forward_time: 40.0170173645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5502929688
validation[          , genome 18256] predictions:    9803/  10000 (98.03%), best:    9875/10000 (98.75%), error:       657.55023, best error:       395.46701 on epoch:    14, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 470.7869262695s, input_fired_time: 8.0638027191, output_fired_time: 7.2750153542, propagate_forward_time: 195.6022644043, propagate_backward_time: 240.5463867188, weight_update_time: 1.2577306032, other_time: 19.2994384766
epoch time: 44.8257789612s, input_fired_time: 1.1540117264, output_fired_time: 0.0000000000, propagate_forward_time: 40.1317214966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5400466919
validation[          , genome 18256] predictions:    9851/  10000 (98.51%), best:    9875/10000 (98.75%), error:       484.11282, best error:       395.46701 on epoch:    14, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 470.4606018066s, input_fired_time: 7.9923448563, output_fired_time: 7.1619644165, propagate_forward_time: 195.5987243652, propagate_backward_time: 240.4592742920, weight_update_time: 1.2479143143, other_time: 19.2483062744
epoch time: 44.7635726929s, input_fired_time: 1.1514929533, output_fired_time: 0.0000000000, propagate_forward_time: 40.0893096924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5227699280
validation[          , genome 18256] predictions:    9852/  10000 (98.52%), best:    9875/10000 (98.75%), error:       424.76999, best error:       395.46701 on epoch:    14, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 471.0498657227s, input_fired_time: 8.1024522781, output_fired_time: 7.2982764244, propagate_forward_time: 195.5839385986, propagate_backward_time: 240.4253692627, weight_update_time: 1.2568547726, other_time: 19.6398162842
epoch time: 44.5803756714s, input_fired_time: 1.1445305347, output_fired_time: 0.0000000000, propagate_forward_time: 39.9616050720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4742393494
validation[          , genome 18256] predictions:    9838/  10000 (98.38%), best:    9875/10000 (98.75%), error:       518.13843, best error:       395.46701 on epoch:    14, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 470.0273132324s, input_fired_time: 8.0454568863, output_fired_time: 7.2736330032, propagate_forward_time: 195.2749176025, propagate_backward_time: 240.1062164307, weight_update_time: 1.2494679689, other_time: 19.3270721436
epoch time: 45.0585556030s, input_fired_time: 1.2358049154, output_fired_time: 0.0000000000, propagate_forward_time: 40.2242546082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5984954834
validation[          , genome 18256] predictions:    9876/  10000 (98.76%), best:    9875/10000 (98.75%), error:       428.66824, best error:       395.46701 on epoch:    14, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 469.3420410156s, input_fired_time: 8.0096960068, output_fired_time: 7.2011923790, propagate_forward_time: 195.0832672119, propagate_backward_time: 239.8059692383, weight_update_time: 1.2435283661, other_time: 19.2418823242
epoch time: 44.6518516541s, input_fired_time: 1.1526874304, output_fired_time: 0.0000000000, propagate_forward_time: 40.0140380859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4851264954
validation[          , genome 18256] predictions:    9871/  10000 (98.71%), best:    9875/10000 (98.75%), error:       399.81860, best error:       395.46701 on epoch:    14, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 470.4350585938s, input_fired_time: 7.9538893700, output_fired_time: 7.2361297607, propagate_forward_time: 195.5295715332, propagate_backward_time: 240.4385833740, weight_update_time: 1.2600737810, other_time: 19.2769012451
epoch time: 44.5716094971s, input_fired_time: 1.1228036880, output_fired_time: 0.0000000000, propagate_forward_time: 40.0758628845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3729438782
validation[          , genome 18256] predictions:    9882/  10000 (98.82%), best:    9875/10000 (98.75%), error:       403.15649, best error:       395.46701 on epoch:    14, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 468.5013732910s, input_fired_time: 7.8656258583, output_fired_time: 7.0479173660, propagate_forward_time: 195.1193847656, propagate_backward_time: 239.7637481689, weight_update_time: 1.2281256914, other_time: 18.7046966553
epoch time: 44.4812393188s, input_fired_time: 1.1386578083, output_fired_time: 0.0000000000, propagate_forward_time: 39.9215850830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4209976196
validation[          , genome 18256] predictions:    9845/  10000 (98.45%), best:    9875/10000 (98.75%), error:       494.57907, best error:       395.46701 on epoch:    14, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 467.6684265137s, input_fired_time: 7.8826556206, output_fired_time: 7.0801916122, propagate_forward_time: 194.6345825195, propagate_backward_time: 239.2779541016, weight_update_time: 1.2335517406, other_time: 18.7930297852
epoch time: 44.4311981201s, input_fired_time: 1.1164103746, output_fired_time: 0.0000000000, propagate_forward_time: 39.8862762451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4285125732
validation[          , genome 18256] predictions:    9864/  10000 (98.64%), best:    9875/10000 (98.75%), error:       433.25012, best error:       395.46701 on epoch:    14, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 467.1694641113s, input_fired_time: 7.8225822449, output_fired_time: 7.0018749237, propagate_forward_time: 194.5507202148, propagate_backward_time: 239.0678710938, weight_update_time: 1.2289651632, other_time: 18.7264404297
epoch time: 44.6008796692s, input_fired_time: 1.1324065924, output_fired_time: 0.0000000000, propagate_forward_time: 40.0148200989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4536514282
validation[          , genome 18256] predictions:    9863/  10000 (98.63%), best:    9875/10000 (98.75%), error:       428.84692, best error:       395.46701 on epoch:    14, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 467.9591674805s, input_fired_time: 7.9132170677, output_fired_time: 7.0300302505, propagate_forward_time: 194.7939300537, propagate_backward_time: 239.3975830078, weight_update_time: 1.2348757982, other_time: 18.8244018555
epoch time: 44.4353141785s, input_fired_time: 1.1119428873, output_fired_time: 0.0000000000, propagate_forward_time: 39.9087448120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4146270752
validation[          , genome 18256] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       391.02017, best error:       391.02017 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 467.6581420898s, input_fired_time: 7.8363151550, output_fired_time: 7.0032296181, propagate_forward_time: 194.7951965332, propagate_backward_time: 239.2765655518, weight_update_time: 1.2284582853, other_time: 18.7468414307
epoch time: 44.4979133606s, input_fired_time: 1.1127864122, output_fired_time: 0.0000000000, propagate_forward_time: 39.9241371155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4609909058
validation[          , genome 18256] predictions:    9867/  10000 (98.67%), best:    9880/10000 (98.80%), error:       434.91177, best error:       391.02017 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 468.2778930664s, input_fired_time: 7.9090824127, output_fired_time: 7.0744433403, propagate_forward_time: 194.9725799561, propagate_backward_time: 239.5209960938, weight_update_time: 1.2370682955, other_time: 18.8007812500
epoch time: 44.4169960022s, input_fired_time: 1.1219595671, output_fired_time: 0.0000000000, propagate_forward_time: 39.9529228210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3421134949
validation[          , genome 18256] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       383.91849, best error:       383.91849 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 467.8199157715s, input_fired_time: 7.8345499039, output_fired_time: 7.0298461914, propagate_forward_time: 194.8754577637, propagate_backward_time: 239.3500671387, weight_update_time: 1.2330410480, other_time: 18.7299804688
epoch time: 44.4432258606s, input_fired_time: 1.1202279329, output_fired_time: 0.0000000000, propagate_forward_time: 39.9172058105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4057922363
validation[          , genome 18256] predictions:    9871/  10000 (98.71%), best:    9890/10000 (98.90%), error:       405.63196, best error:       383.91849 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 467.9451904297s, input_fired_time: 7.9078679085, output_fired_time: 7.0788679123, propagate_forward_time: 194.8297119141, propagate_backward_time: 239.3119964600, weight_update_time: 1.2335230112, other_time: 18.8167572021
epoch time: 44.4268569946s, input_fired_time: 1.1316205263, output_fired_time: 0.0000000000, propagate_forward_time: 39.9571647644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3380699158
validation[          , genome 18256] predictions:    9869/  10000 (98.69%), best:    9890/10000 (98.90%), error:       421.04242, best error:       383.91849 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 467.5797119141s, input_fired_time: 7.8327312469, output_fired_time: 7.0356163979, propagate_forward_time: 194.7475738525, propagate_backward_time: 239.2519836426, weight_update_time: 1.2308412790, other_time: 18.7118225098
epoch time: 44.5950164795s, input_fired_time: 1.1215312481, output_fired_time: 0.0000000000, propagate_forward_time: 40.0503692627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4231147766
validation[          , genome 18256] predictions:    9882/  10000 (98.82%), best:    9890/10000 (98.90%), error:       405.23416, best error:       383.91849 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 467.8416137695s, input_fired_time: 7.8305358887, output_fired_time: 7.0507392883, propagate_forward_time: 194.8916015625, propagate_backward_time: 239.3388366699, weight_update_time: 1.2324029207, other_time: 18.7298889160
epoch time: 44.4933776855s, input_fired_time: 1.1182816029, output_fired_time: 0.0000000000, propagate_forward_time: 39.9332809448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4418144226
validation[          , genome 18256] predictions:    9886/  10000 (98.86%), best:    9890/10000 (98.90%), error:       402.28540, best error:       383.91849 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 467.4452514648s, input_fired_time: 7.8281488419, output_fired_time: 7.0194306374, propagate_forward_time: 194.7872009277, propagate_backward_time: 239.0818939209, weight_update_time: 1.2249758244, other_time: 18.7285614014
epoch time: 44.7197227478s, input_fired_time: 1.1774758101, output_fired_time: 0.0000000000, propagate_forward_time: 40.0231971741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5190505981
validation[          , genome 18256] predictions:    9856/  10000 (98.56%), best:    9890/10000 (98.90%), error:       455.48090, best error:       383.91849 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 467.8878784180s, input_fired_time: 7.9004616737, output_fired_time: 7.0667352676, propagate_forward_time: 194.9198150635, propagate_backward_time: 239.1602630615, weight_update_time: 1.2357015610, other_time: 18.8405914307
epoch time: 44.4520606995s, input_fired_time: 1.1249359846, output_fired_time: 0.0000000000, propagate_forward_time: 39.9223365784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4047889709
validation[          , genome 18256] predictions:    9874/  10000 (98.74%), best:    9890/10000 (98.90%), error:       412.34827, best error:       383.91849 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 467.0800170898s, input_fired_time: 7.8353810310, output_fired_time: 6.9860477448, propagate_forward_time: 194.7145080566, propagate_backward_time: 238.8281402588, weight_update_time: 1.2350487709, other_time: 18.7159271240
epoch time: 44.4421539307s, input_fired_time: 1.1219638586, output_fired_time: 0.0000000000, propagate_forward_time: 39.9259872437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3942031860
validation[          , genome 18256] predictions:    9874/  10000 (98.74%), best:    9890/10000 (98.90%), error:       390.34280, best error:       383.91849 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 467.8800048828s, input_fired_time: 7.9256129265, output_fired_time: 7.0811910629, propagate_forward_time: 194.9072875977, propagate_backward_time: 239.0236816406, weight_update_time: 1.2414455414, other_time: 18.9422607422
epoch time: 44.4966316223s, input_fired_time: 1.1238825321, output_fired_time: 0.0000000000, propagate_forward_time: 39.9779281616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3948211670
validation[          , genome 18256] predictions:    9873/  10000 (98.73%), best:    9890/10000 (98.90%), error:       404.06552, best error:       383.91849 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 467.5517883301s, input_fired_time: 7.8111734390, output_fired_time: 7.0129752159, propagate_forward_time: 194.8521575928, propagate_backward_time: 239.0694274902, weight_update_time: 1.2353008986, other_time: 18.8060607910
epoch time: 44.5229110718s, input_fired_time: 1.1208864450, output_fired_time: 0.0000000000, propagate_forward_time: 39.9450874329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4569358826
validation[          , genome 18256] predictions:    9878/  10000 (98.78%), best:    9890/10000 (98.90%), error:       390.63025, best error:       383.91849 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 467.5863647461s, input_fired_time: 7.8206615448, output_fired_time: 6.9971323013, propagate_forward_time: 194.8573760986, propagate_backward_time: 239.0657501221, weight_update_time: 1.2319704294, other_time: 18.8454437256
epoch time: 44.6832885742s, input_fired_time: 1.1381230354, output_fired_time: 0.0000000000, propagate_forward_time: 40.0594787598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4856872559
validation[          , genome 18256] predictions:    9870/  10000 (98.70%), best:    9890/10000 (98.90%), error:       396.22543, best error:       383.91849 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 469.3920593262s, input_fired_time: 7.9767365456, output_fired_time: 7.0691142082, propagate_forward_time: 195.5597076416, propagate_backward_time: 239.8479156494, weight_update_time: 1.2373919487, other_time: 18.9385833740
epoch time: 44.5883445740s, input_fired_time: 1.1187634468, output_fired_time: 0.0000000000, propagate_forward_time: 40.0716438293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3979377747
validation[          , genome 18256] predictions:    9859/  10000 (98.59%), best:    9890/10000 (98.90%), error:       481.89636, best error:       383.91849 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 468.3168640137s, input_fired_time: 7.8425035477, output_fired_time: 7.0358433723, propagate_forward_time: 195.2618713379, propagate_backward_time: 239.5442352295, weight_update_time: 1.2324113846, other_time: 18.6324005127
epoch time: 44.6206550598s, input_fired_time: 1.1297876835, output_fired_time: 0.0000000000, propagate_forward_time: 40.0436248779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4472427368
validation[          , genome 18256] predictions:    9876/  10000 (98.76%), best:    9890/10000 (98.90%), error:       418.15652, best error:       383.91849 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 468.1338195801s, input_fired_time: 7.9108052254, output_fired_time: 7.0976758003, propagate_forward_time: 195.0070953369, propagate_backward_time: 239.2066650391, weight_update_time: 1.2386187315, other_time: 18.9115600586
epoch time: 44.4712333679s, input_fired_time: 1.1295651197, output_fired_time: 0.0000000000, propagate_forward_time: 39.9621696472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3794975281
validation[          , genome 18256] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       369.72943, best error:       369.72943 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 467.3048400879s, input_fired_time: 7.8396725655, output_fired_time: 6.9875822067, propagate_forward_time: 194.8321533203, propagate_backward_time: 238.9014129639, weight_update_time: 1.2339575291, other_time: 18.7440338135
epoch time: 44.5582962036s, input_fired_time: 1.1308547258, output_fired_time: 0.0000000000, propagate_forward_time: 39.9496231079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4778175354
validation[          , genome 18256] predictions:    9877/  10000 (98.77%), best:    9899/10000 (98.99%), error:       390.18378, best error:       369.72943 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 466.8991394043s, input_fired_time: 7.8302359581, output_fired_time: 7.0083932877, propagate_forward_time: 194.6907043457, propagate_backward_time: 238.7565765381, weight_update_time: 1.2292449474, other_time: 18.6132354736
epoch time: 44.4527282715s, input_fired_time: 1.1205679178, output_fired_time: 0.0000000000, propagate_forward_time: 39.9215354919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4106254578
validation[          , genome 18256] predictions:    9888/  10000 (98.88%), best:    9899/10000 (98.99%), error:       389.98819, best error:       369.72943 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 467.4573974609s, input_fired_time: 7.8973894119, output_fired_time: 7.0504512787, propagate_forward_time: 194.8294677734, propagate_backward_time: 238.8990783691, weight_update_time: 1.2353798151, other_time: 18.7810058594
epoch time: 44.4813613892s, input_fired_time: 1.1234670877, output_fired_time: 0.0000000000, propagate_forward_time: 39.9177360535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4401588440
validation[          , genome 18256] predictions:    9884/  10000 (98.84%), best:    9899/10000 (98.99%), error:       407.42532, best error:       369.72943 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 467.3715820312s, input_fired_time: 7.8521938324, output_fired_time: 7.0393295288, propagate_forward_time: 194.8284454346, propagate_backward_time: 238.8838806152, weight_update_time: 1.2347753048, other_time: 18.7677307129
epoch time: 44.4319343567s, input_fired_time: 1.1209913492, output_fired_time: 0.0000000000, propagate_forward_time: 39.9251899719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3857536316
validation[          , genome 18256] predictions:    9880/  10000 (98.80%), best:    9899/10000 (98.99%), error:       378.25638, best error:       369.72943 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 467.4749755859s, input_fired_time: 7.9088110924, output_fired_time: 7.0802187920, propagate_forward_time: 194.8952484131, propagate_backward_time: 238.9493560791, weight_update_time: 1.2323750257, other_time: 18.6413421631
epoch time: 44.4528312683s, input_fired_time: 1.1196931601, output_fired_time: 0.0000000000, propagate_forward_time: 39.9512023926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3819351196
validation[          , genome 18256] predictions:    9871/  10000 (98.71%), best:    9899/10000 (98.99%), error:       404.82211, best error:       369.72943 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 467.5267639160s, input_fired_time: 7.8409061432, output_fired_time: 7.0448150635, propagate_forward_time: 194.8651275635, propagate_backward_time: 238.9813690186, weight_update_time: 1.2321048975, other_time: 18.7945709229
epoch time: 44.4804992676s, input_fired_time: 1.1323133707, output_fired_time: 0.0000000000, propagate_forward_time: 39.9845619202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3636245728
validation[          , genome 18256] predictions:    9877/  10000 (98.77%), best:    9899/10000 (98.99%), error:       381.95184, best error:       369.72943 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 467.3324890137s, input_fired_time: 7.8255863190, output_fired_time: 7.0167274475, propagate_forward_time: 194.8697662354, propagate_backward_time: 238.9093780518, weight_update_time: 1.2362754345, other_time: 18.7110443115
epoch time: 44.4956893921s, input_fired_time: 1.1218864918, output_fired_time: 0.0000000000, propagate_forward_time: 39.9666366577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4071655273
validation[          , genome 18256] predictions:    9876/  10000 (98.76%), best:    9899/10000 (98.99%), error:       378.65729, best error:       369.72943 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 468.2380676270s, input_fired_time: 7.9369921684, output_fired_time: 7.0806083679, propagate_forward_time: 195.0973510742, propagate_backward_time: 239.2178649902, weight_update_time: 1.2429245710, other_time: 18.9052734375
epoch time: 44.5067634583s, input_fired_time: 1.1283181906, output_fired_time: 0.0000000000, propagate_forward_time: 39.9594802856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4189643860
validation[          , genome 18256] predictions:    9884/  10000 (98.84%), best:    9899/10000 (98.99%), error:       381.03415, best error:       369.72943 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 467.3217773438s, input_fired_time: 7.8278408051, output_fired_time: 6.9968237877, propagate_forward_time: 194.8107604980, propagate_backward_time: 238.8456115723, weight_update_time: 1.2354493141, other_time: 18.8407287598
epoch time: 44.4362487793s, input_fired_time: 1.1217914820, output_fired_time: 0.0000000000, propagate_forward_time: 39.9288711548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3855857849
validation[          , genome 18256] predictions:    9887/  10000 (98.87%), best:    9899/10000 (98.99%), error:       399.66360, best error:       369.72943 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 467.4338684082s, input_fired_time: 7.8842949867, output_fired_time: 7.0645909309, propagate_forward_time: 194.8133544922, propagate_backward_time: 238.8573303223, weight_update_time: 1.2404508591, other_time: 18.8142700195
epoch time: 44.5506629944s, input_fired_time: 1.1854121685, output_fired_time: 0.0000000000, propagate_forward_time: 40.0339508057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3312988281
validation[          , genome 18256] predictions:    9877/  10000 (98.77%), best:    9899/10000 (98.99%), error:       387.32739, best error:       369.72943 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 467.0125122070s, input_fired_time: 7.8393158913, output_fired_time: 7.0220608711, propagate_forward_time: 194.7476043701, propagate_backward_time: 238.7183532715, weight_update_time: 1.2309305668, other_time: 18.6851501465
epoch time: 44.4684524536s, input_fired_time: 1.1227531433, output_fired_time: 0.0000000000, propagate_forward_time: 39.9291038513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4165954590
validation[          , genome 18256] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       367.28326, best error:       367.28326 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 466.8180236816s, input_fired_time: 7.8109636307, output_fired_time: 7.0231628418, propagate_forward_time: 194.6996307373, propagate_backward_time: 238.6957244873, weight_update_time: 1.2331043482, other_time: 18.5885162354
epoch time: 44.6755027771s, input_fired_time: 1.1421250105, output_fired_time: 0.0000000000, propagate_forward_time: 39.9655494690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5678291321
validation[          , genome 18256] predictions:    9888/  10000 (98.88%), best:    9896/10000 (98.96%), error:       381.04410, best error:       367.28326 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 468.3656005859s, input_fired_time: 7.9299578667, output_fired_time: 7.0479259491, propagate_forward_time: 195.2224731445, propagate_backward_time: 239.2946624756, weight_update_time: 1.2372263670, other_time: 18.8705902100
epoch time: 44.5255393982s, input_fired_time: 1.1232782602, output_fired_time: 0.0000000000, propagate_forward_time: 39.9538040161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4484558105
validation[          , genome 18256] predictions:    9880/  10000 (98.80%), best:    9896/10000 (98.96%), error:       403.83820, best error:       367.28326 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 467.1807250977s, input_fired_time: 7.8384461403, output_fired_time: 6.9834465981, propagate_forward_time: 194.8159179688, propagate_backward_time: 238.7790527344, weight_update_time: 1.2343897820, other_time: 18.7638549805
epoch time: 44.5366821289s, input_fired_time: 1.1278192997, output_fired_time: 0.0000000000, propagate_forward_time: 39.9620857239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4467773438
validation[          , genome 18256] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       366.10583, best error:       366.10583 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 467.6495361328s, input_fired_time: 7.8637700081, output_fired_time: 7.0166716576, propagate_forward_time: 195.0071716309, propagate_backward_time: 239.0026092529, weight_update_time: 1.2385995388, other_time: 18.7593231201
epoch time: 44.6831893921s, input_fired_time: 1.1988360882, output_fired_time: 0.0000000000, propagate_forward_time: 40.1761817932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3081703186
validation[          , genome 18256] predictions:    9876/  10000 (98.76%), best:    9895/10000 (98.95%), error:       417.53723, best error:       366.10583 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 468.3010253906s, input_fired_time: 7.8948841095, output_fired_time: 7.0206069946, propagate_forward_time: 195.2321929932, propagate_backward_time: 239.3318939209, weight_update_time: 1.2375298738, other_time: 18.8214263916
epoch time: 44.4805870056s, input_fired_time: 1.1244057417, output_fired_time: 0.0000000000, propagate_forward_time: 39.9625473022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3936347961
validation[          , genome 18256] predictions:    9880/  10000 (98.80%), best:    9895/10000 (98.95%), error:       384.32611, best error:       366.10583 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 467.7668457031s, input_fired_time: 7.8474922180, output_fired_time: 7.0163192749, propagate_forward_time: 195.0591278076, propagate_backward_time: 239.0662994385, weight_update_time: 1.2338984013, other_time: 18.7775726318
epoch time: 44.5223274231s, input_fired_time: 1.1279137135, output_fired_time: 0.0000000000, propagate_forward_time: 39.9750823975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4193305969
validation[          , genome 18256] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       361.90036, best error:       361.90036 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 470.8252563477s, input_fired_time: 8.1645517349, output_fired_time: 7.3200078011, propagate_forward_time: 195.8204956055, propagate_backward_time: 239.8504638672, weight_update_time: 1.2514910698, other_time: 19.6697387695
epoch time: 44.8843154907s, input_fired_time: 1.1617491245, output_fired_time: 0.0000000000, propagate_forward_time: 40.1402053833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5823593140
validation[          , genome 18256] predictions:    9877/  10000 (98.77%), best:    9889/10000 (98.89%), error:       415.01312, best error:       361.90036 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 469.7054138184s, input_fired_time: 8.0602884293, output_fired_time: 7.2916703224, propagate_forward_time: 195.4029846191, propagate_backward_time: 239.4561462402, weight_update_time: 1.2463866472, other_time: 19.4943237305
epoch time: 44.7577438354s, input_fired_time: 1.1649690866, output_fired_time: 0.0000000000, propagate_forward_time: 40.0504341125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5423393250
validation[          , genome 18256] predictions:    9876/  10000 (98.76%), best:    9889/10000 (98.89%), error:       404.66995, best error:       361.90036 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 470.4339599609s, input_fired_time: 8.1089763641, output_fired_time: 7.2972302437, propagate_forward_time: 195.5746765137, propagate_backward_time: 239.8425750732, weight_update_time: 1.2515053749, other_time: 19.6104888916
epoch time: 44.8413925171s, input_fired_time: 1.1743786335, output_fired_time: 0.0000000000, propagate_forward_time: 40.0516967773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6153182983
validation[          , genome 18256] predictions:    9895/  10000 (98.95%), best:    9889/10000 (98.89%), error:       370.30920, best error:       361.90036 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 469.3612060547s, input_fired_time: 8.0640096664, output_fired_time: 7.2801971436, propagate_forward_time: 195.2902221680, propagate_backward_time: 239.2935028076, weight_update_time: 1.2455012798, other_time: 19.4333038330
epoch time: 44.6823997498s, input_fired_time: 1.1614425182, output_fired_time: 0.0000000000, propagate_forward_time: 40.0040512085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5169067383
validation[          , genome 18256] predictions:    9884/  10000 (98.84%), best:    9889/10000 (98.89%), error:       401.44888, best error:       361.90036 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 469.6118164062s, input_fired_time: 8.1163959503, output_fired_time: 7.3020677567, propagate_forward_time: 195.2581634521, propagate_backward_time: 239.2980804443, weight_update_time: 1.2516230345, other_time: 19.6371002197
epoch time: 44.7160301208s, input_fired_time: 1.1604555845, output_fired_time: 0.0000000000, propagate_forward_time: 39.9980239868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5575523376
validation[          , genome 18256] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       387.74384, best error:       361.90036 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 469.0494079590s, input_fired_time: 8.0710086823, output_fired_time: 7.2796201706, propagate_forward_time: 195.1473388672, propagate_backward_time: 239.1381225586, weight_update_time: 1.2465777397, other_time: 19.4132995605
epoch time: 44.7298278809s, input_fired_time: 1.1647576094, output_fired_time: 0.0000000000, propagate_forward_time: 40.0213775635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5436935425
validation[          , genome 18256] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       379.36447, best error:       361.90036 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 469.6436157227s, input_fired_time: 8.1486082077, output_fired_time: 7.3602166176, propagate_forward_time: 195.2865753174, propagate_backward_time: 239.3415679932, weight_update_time: 1.2483084202, other_time: 19.5066375732
epoch time: 44.9286155701s, input_fired_time: 1.1724764109, output_fired_time: 0.0000000000, propagate_forward_time: 40.1510276794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6051101685
validation[          , genome 18256] predictions:    9880/  10000 (98.80%), best:    9889/10000 (98.89%), error:       378.92841, best error:       361.90036 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 469.8049316406s, input_fired_time: 8.0798339844, output_fired_time: 7.3129878044, propagate_forward_time: 195.4475555420, propagate_backward_time: 239.6003417969, weight_update_time: 1.2492753267, other_time: 19.3641967773
epoch time: 44.6526412964s, input_fired_time: 1.1596684456, output_fired_time: 0.0000000000, propagate_forward_time: 40.0051040649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4878692627
validation[          , genome 18256] predictions:    9896/  10000 (98.96%), best:    9889/10000 (98.89%), error:       378.55341, best error:       361.90036 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 468.5780944824s, input_fired_time: 8.0129146576, output_fired_time: 7.2067003250, propagate_forward_time: 195.0517120361, propagate_backward_time: 238.9856262207, weight_update_time: 1.2465834618, other_time: 19.3211364746
epoch time: 44.7316818237s, input_fired_time: 1.1664626598, output_fired_time: 0.0000000000, propagate_forward_time: 40.0007667542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5644531250
validation[          , genome 18256] predictions:    9882/  10000 (98.82%), best:    9889/10000 (98.89%), error:       375.02454, best error:       361.90036 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 468.2180786133s, input_fired_time: 7.9908919334, output_fired_time: 7.1907382011, propagate_forward_time: 194.9792327881, propagate_backward_time: 238.9296264648, weight_update_time: 1.2429207563, other_time: 19.1275634766
epoch time: 44.6493644714s, input_fired_time: 1.1486603022, output_fired_time: 0.0000000000, propagate_forward_time: 39.9696540833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5310516357
validation[          , genome 18256] predictions:    9880/  10000 (98.80%), best:    9889/10000 (98.89%), error:       385.10214, best error:       361.90036 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 468.9848327637s, input_fired_time: 8.0658178329, output_fired_time: 7.2267475128, propagate_forward_time: 195.1576690674, propagate_backward_time: 239.0776214600, weight_update_time: 1.2501724958, other_time: 19.4569854736
epoch time: 44.6702880859s, input_fired_time: 1.1482023001, output_fired_time: 0.0000000000, propagate_forward_time: 39.9837570190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5383300781
validation[          , genome 18256] predictions:    9880/  10000 (98.80%), best:    9889/10000 (98.89%), error:       397.73825, best error:       361.90036 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 468.1867675781s, input_fired_time: 7.9570608139, output_fired_time: 7.1760940552, propagate_forward_time: 194.9359130859, propagate_backward_time: 238.9340515137, weight_update_time: 1.2393851280, other_time: 19.1836547852
epoch time: 44.6666069031s, input_fired_time: 1.1529809237, output_fired_time: 0.0000000000, propagate_forward_time: 39.9829406738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5306854248
validation[          , genome 18256] predictions:    9886/  10000 (98.86%), best:    9889/10000 (98.89%), error:       385.37332, best error:       361.90036 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 468.7028808594s, input_fired_time: 8.0470228195, output_fired_time: 7.2054190636, propagate_forward_time: 195.0818481445, propagate_backward_time: 239.0252685547, weight_update_time: 1.2455403805, other_time: 19.3433227539
epoch time: 44.8261146545s, input_fired_time: 1.2125048637, output_fired_time: 0.0000000000, propagate_forward_time: 40.0877227783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5258865356
validation[          , genome 18256] predictions:    9886/  10000 (98.86%), best:    9889/10000 (98.89%), error:       389.09418, best error:       361.90036 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 468.3120117188s, input_fired_time: 7.9891495705, output_fired_time: 7.1722555161, propagate_forward_time: 194.9959564209, propagate_backward_time: 238.9110107422, weight_update_time: 1.2406938076, other_time: 19.2436523438
epoch time: 44.6554374695s, input_fired_time: 1.1600289345, output_fired_time: 0.0000000000, propagate_forward_time: 39.9878997803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5075073242
validation[          , genome 18256] predictions:    9885/  10000 (98.85%), best:    9889/10000 (98.89%), error:       374.41470, best error:       361.90036 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 468.2271423340s, input_fired_time: 7.9843349457, output_fired_time: 7.1044650078, propagate_forward_time: 195.0039215088, propagate_backward_time: 238.8709106445, weight_update_time: 1.2473737001, other_time: 19.2634887695
epoch time: 44.6006126404s, input_fired_time: 1.1502912045, output_fired_time: 0.0000000000, propagate_forward_time: 39.9808998108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4694213867
validation[          , genome 18256] predictions:    9879/  10000 (98.79%), best:    9889/10000 (98.89%), error:       393.28989, best error:       361.90036 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 468.9794921875s, input_fired_time: 8.0814304352, output_fired_time: 7.2232985497, propagate_forward_time: 195.1660614014, propagate_backward_time: 239.0292510986, weight_update_time: 1.2486835718, other_time: 19.4794769287
epoch time: 44.6340637207s, input_fired_time: 1.1600869894, output_fired_time: 0.0000000000, propagate_forward_time: 39.9929771423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4809989929
validation[          , genome 18256] predictions:    9885/  10000 (98.85%), best:    9889/10000 (98.89%), error:       382.36044, best error:       361.90036 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 468.1349487305s, input_fired_time: 7.9800376892, output_fired_time: 7.1299543381, propagate_forward_time: 194.9674682617, propagate_backward_time: 238.8881835938, weight_update_time: 1.2467536926, other_time: 19.1693115234
epoch time: 44.6026611328s, input_fired_time: 1.1483368874, output_fired_time: 0.0000000000, propagate_forward_time: 39.9836654663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4706573486
validation[          , genome 18256] predictions:    9883/  10000 (98.83%), best:    9889/10000 (98.89%), error:       396.47729, best error:       361.90036 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 468.7328491211s, input_fired_time: 8.0564575195, output_fired_time: 7.2402873039, propagate_forward_time: 195.1103210449, propagate_backward_time: 239.0666656494, weight_update_time: 1.2434700727, other_time: 19.2591094971
epoch time: 44.6254539490s, input_fired_time: 1.1510375738, output_fired_time: 0.0000000000, propagate_forward_time: 39.9725151062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5018997192
validation[          , genome 18256] predictions:    9883/  10000 (98.83%), best:    9889/10000 (98.89%), error:       381.38428, best error:       361.90036 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 468.4953308105s, input_fired_time: 7.9944329262, output_fired_time: 7.2544856071, propagate_forward_time: 195.0141448975, propagate_backward_time: 238.9753112793, weight_update_time: 1.2384859324, other_time: 19.2569274902
epoch time: 44.6188774109s, input_fired_time: 1.1519203186, output_fired_time: 0.0000000000, propagate_forward_time: 39.9874801636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4794769287
validation[          , genome 18256] predictions:    9883/  10000 (98.83%), best:    9889/10000 (98.89%), error:       385.67450, best error:       361.90036 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 468.2230529785s, input_fired_time: 7.9858474731, output_fired_time: 7.1567287445, propagate_forward_time: 194.9818725586, propagate_backward_time: 238.8936614990, weight_update_time: 1.2448875904, other_time: 19.2049407959
epoch time: 44.7262496948s, input_fired_time: 1.1754302979, output_fired_time: 0.0000000000, propagate_forward_time: 40.0409469604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5098724365
validation[          , genome 18256] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       384.92728, best error:       361.90036 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 468.5486755371s, input_fired_time: 8.0416946411, output_fired_time: 7.2365350723, propagate_forward_time: 195.0718536377, propagate_backward_time: 238.9873504639, weight_update_time: 1.2423871756, other_time: 19.2112579346
epoch time: 44.7529296875s, input_fired_time: 1.1685786247, output_fired_time: 0.0000000000, propagate_forward_time: 40.0271644592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5571861267
validation[          , genome 18256] predictions:    9891/  10000 (98.91%), best:    9889/10000 (98.89%), error:       386.25571, best error:       361.90036 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 468.4450073242s, input_fired_time: 7.9911327362, output_fired_time: 7.1809291840, propagate_forward_time: 195.0493927002, propagate_backward_time: 238.9616088867, weight_update_time: 1.2407954931, other_time: 19.2619628906
epoch time: 44.7386054993s, input_fired_time: 1.1631271839, output_fired_time: 0.0000000000, propagate_forward_time: 39.9949035645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5805740356
validation[          , genome 18256] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       383.16962, best error:       361.90036 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 468.8508911133s, input_fired_time: 8.0435400009, output_fired_time: 7.2577705383, propagate_forward_time: 195.1746215820, propagate_backward_time: 239.1028747559, weight_update_time: 1.2499079704, other_time: 19.2720642090
epoch time: 44.6230087280s, input_fired_time: 1.1524158716, output_fired_time: 0.0000000000, propagate_forward_time: 40.0003814697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4702110291
validation[          , genome 18256] predictions:    9886/  10000 (98.86%), best:    9889/10000 (98.89%), error:       394.53418, best error:       361.90036 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 468.4738769531s, input_fired_time: 7.9971513748, output_fired_time: 7.1812195778, propagate_forward_time: 195.0438232422, propagate_backward_time: 238.9309997559, weight_update_time: 1.2449094057, other_time: 19.3206787109
epoch time: 44.6138992310s, input_fired_time: 1.1506450176, output_fired_time: 0.0000000000, propagate_forward_time: 39.9643859863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4988670349
validation[          , genome 18256] predictions:    9873/  10000 (98.73%), best:    9889/10000 (98.89%), error:       395.99323, best error:       361.90036 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 468.3616943359s, input_fired_time: 8.0245990753, output_fired_time: 7.2129464149, propagate_forward_time: 195.0214996338, propagate_backward_time: 238.9152679443, weight_update_time: 1.2414184809, other_time: 19.1873931885
epoch time: 44.7321128845s, input_fired_time: 1.1981320381, output_fired_time: 0.0000000000, propagate_forward_time: 40.0590133667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4749679565
validation[          , genome 18256] predictions:    9876/  10000 (98.76%), best:    9889/10000 (98.89%), error:       403.55914, best error:       361.90036 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 467.9722290039s, input_fired_time: 7.9704113007, output_fired_time: 7.1610307693, propagate_forward_time: 194.9064788818, propagate_backward_time: 238.8054656982, weight_update_time: 1.2409480810, other_time: 19.1288604736
epoch time: 44.5769500732s, input_fired_time: 1.1570638418, output_fired_time: 0.0000000000, propagate_forward_time: 39.9784660339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4414215088
validation[          , genome 18256] predictions:    9884/  10000 (98.84%), best:    9889/10000 (98.89%), error:       393.27344, best error:       361.90036 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 468.4076538086s, input_fired_time: 7.9895377159, output_fired_time: 7.1710319519, propagate_forward_time: 195.0489807129, propagate_backward_time: 238.9412078857, weight_update_time: 1.2442239523, other_time: 19.2569122314
epoch time: 44.6847534180s, input_fired_time: 1.1539897919, output_fired_time: 0.0000000000, propagate_forward_time: 39.9996109009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5311508179
validation[          , genome 18256] predictions:    9878/  10000 (98.78%), best:    9889/10000 (98.89%), error:       395.02090, best error:       361.90036 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 468.7713317871s, input_fired_time: 8.0543985367, output_fired_time: 7.2261095047, propagate_forward_time: 195.1264648438, propagate_backward_time: 239.0543975830, weight_update_time: 1.2509077787, other_time: 19.3099517822
epoch time: 44.7159194946s, input_fired_time: 1.1634392738, output_fired_time: 0.0000000000, propagate_forward_time: 39.9954109192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5570678711
validation[          , genome 18256] predictions:    9880/  10000 (98.80%), best:    9889/10000 (98.89%), error:       394.13882, best error:       361.90036 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 468.2463073730s, input_fired_time: 7.9981031418, output_fired_time: 7.1907386780, propagate_forward_time: 194.9625396729, propagate_backward_time: 238.8425750732, weight_update_time: 1.2397879362, other_time: 19.2523345947
epoch time: 44.6175804138s, input_fired_time: 1.1524423361, output_fired_time: 0.0000000000, propagate_forward_time: 39.9704551697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4946823120
validation[          , genome 18256] predictions:    9882/  10000 (98.82%), best:    9889/10000 (98.89%), error:       388.84662, best error:       361.90036 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 468.5481872559s, input_fired_time: 8.0507860184, output_fired_time: 7.2215991020, propagate_forward_time: 195.0404968262, propagate_backward_time: 238.9692077637, weight_update_time: 1.2425384521, other_time: 19.2661132812
epoch time: 44.5951576233s, input_fired_time: 1.1519342661, output_fired_time: 0.0000000000, propagate_forward_time: 39.9712867737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4719352722
validation[          , genome 18256] predictions:    9877/  10000 (98.77%), best:    9889/10000 (98.89%), error:       393.13196, best error:       361.90036 on epoch:    70, 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: 223.1319885254s, input_fired_time: 5.7684307098, output_fired_time: 0.0000000000, propagate_forward_time: 199.8673095703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 17.4962463379
best training[          , genome 18256] predictions:   49998/  50000 (100.00%), best:    9889/10000 (98.89%), error:       111.32784, best error:       361.90036 on epoch:    70, 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: 44.5575981140s, input_fired_time: 1.1418704987, output_fired_time: 0.0000000000, propagate_forward_time: 39.9421119690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4736137390
   testing[          , genome 18256] predictions:    9891/  10000 (98.91%), best:    9889/10000 (98.89%), error:       386.44183, best error:       361.90036 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:32:17 (23364): called boinc_finish(0)

</stderr_txt>
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