Nameexact_genome_1512568488_41_6127_0
Workunit2601919
Created7 Dec 2017, 18:10:35 UTC
Sent7 Dec 2017, 18:13:16 UTC
Report deadline16 Dec 2017, 6:02:11 UTC
Received8 Dec 2017, 8:33:54 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID27954
Run time3 hours 46 min 38 sec
CPU time3 hours 42 min 25 sec
Validate stateValid
Credit2,123.08
Device peak FLOPS3.62 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.77 MB
Peak swap size152.24 MB
Peak disk usage2.21 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000, other_time: 0.4167356491
validation[          , genome  6127] predictions:    9692/  10000 (96.92%), best:    9726/10000 (97.26%), error:       957.92810, best error:       912.69806 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 128.4677124023s, input_fired_time: 1.0296978951, output_fired_time: 1.0832184553, propagate_forward_time: 48.6030464172, propagate_backward_time: 75.4271240234, weight_update_time: 0.1683208942, other_time: 2.3246154785
epoch time: 10.7847509384s, input_fired_time: 0.1324023306, output_fired_time: 0.0000000000, propagate_forward_time: 10.2341518402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4181966782
validation[          , genome  6127] predictions:    9685/  10000 (96.85%), best:    9726/10000 (97.26%), error:      1003.59741, best error:       912.69806 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 132.0783843994s, input_fired_time: 2.2296180725, output_fired_time: 1.0944037437, propagate_forward_time: 48.3012084961, propagate_backward_time: 78.1109237671, weight_update_time: 0.1706223786, other_time: 2.3422317505
epoch time: 10.4153642654s, input_fired_time: 0.1318716556, output_fired_time: 0.0000000000, propagate_forward_time: 9.8718109131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4116821289
validation[          , genome  6127] predictions:    9658/  10000 (96.58%), best:    9726/10000 (97.26%), error:      1054.60645, best error:       912.69806 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 130.1546478271s, input_fired_time: 1.0345925093, output_fired_time: 1.0985454321, propagate_forward_time: 49.1335182190, propagate_backward_time: 76.5555496216, weight_update_time: 0.1683555394, other_time: 2.3324508667
epoch time: 9.2340269089s, input_fired_time: 0.1327916831, output_fired_time: 0.0000000000, propagate_forward_time: 8.6855916977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156436920
validation[          , genome  6127] predictions:    9706/  10000 (97.06%), best:    9726/10000 (97.26%), error:       977.16461, best error:       912.69806 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 127.5830230713s, input_fired_time: 1.0303783417, output_fired_time: 1.1279160976, propagate_forward_time: 48.1300773621, propagate_backward_time: 74.9636230469, weight_update_time: 0.1697530150, other_time: 2.3310241699
epoch time: 9.0255422592s, input_fired_time: 0.1290426999, output_fired_time: 0.0000000000, propagate_forward_time: 8.4776973724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188022614
validation[          , genome  6127] predictions:    9628/  10000 (96.28%), best:    9726/10000 (97.26%), error:      1158.29199, best error:       912.69806 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 128.1622009277s, input_fired_time: 1.0385451317, output_fired_time: 1.0915343761, propagate_forward_time: 48.2085342407, propagate_backward_time: 75.4820022583, weight_update_time: 0.1690394133, other_time: 2.3415832520
epoch time: 10.2259893417s, input_fired_time: 0.1327446103, output_fired_time: 0.0000000000, propagate_forward_time: 9.6808233261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4124212265
validation[          , genome  6127] predictions:    9716/  10000 (97.16%), best:    9726/10000 (97.26%), error:       970.25720, best error:       912.69806 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 128.1608886719s, input_fired_time: 1.0406974554, output_fired_time: 1.0908712149, propagate_forward_time: 46.6448669434, propagate_backward_time: 77.0551757813, weight_update_time: 0.1683696657, other_time: 2.3292770386
epoch time: 11.1201725006s, input_fired_time: 0.1334355325, output_fired_time: 0.0000000000, propagate_forward_time: 10.5677318573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190053940
validation[          , genome  6127] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       884.45172, best error:       884.45172 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 127.2283248901s, input_fired_time: 1.0408484936, output_fired_time: 1.0851547718, propagate_forward_time: 45.9442749023, propagate_backward_time: 76.8280563354, weight_update_time: 0.1679671854, other_time: 2.3299942017
epoch time: 10.2189540863s, input_fired_time: 0.1302268356, output_fired_time: 0.0000000000, propagate_forward_time: 9.6731262207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156007767
validation[          , genome  6127] predictions:    9682/  10000 (96.82%), best:    9727/10000 (97.27%), error:      1092.59705, best error:       884.45172 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 129.0310821533s, input_fired_time: 1.0848101377, output_fired_time: 1.0939023495, propagate_forward_time: 48.1208839417, propagate_backward_time: 76.3837127686, weight_update_time: 0.1683901995, other_time: 2.3477783203
epoch time: 9.3108224869s, input_fired_time: 0.1326782256, output_fired_time: 0.0000000000, propagate_forward_time: 8.7643756866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137687683
validation[          , genome  6127] predictions:    9676/  10000 (96.76%), best:    9727/10000 (97.27%), error:      1038.87903, best error:       884.45172 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 129.2371063232s, input_fired_time: 1.0324680805, output_fired_time: 1.0862354040, propagate_forward_time: 46.5380477905, propagate_backward_time: 78.2513122559, weight_update_time: 0.1675866246, other_time: 2.3290405273
epoch time: 9.3314075470s, input_fired_time: 0.1333956718, output_fired_time: 0.0000000000, propagate_forward_time: 8.7866706848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113407135
validation[          , genome  6127] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       873.36578, best error:       873.36578 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 126.8302459717s, input_fired_time: 1.0319538116, output_fired_time: 1.0838788748, propagate_forward_time: 46.6903419495, propagate_backward_time: 75.6955032349, weight_update_time: 0.1675972044, other_time: 2.3285751343
epoch time: 10.3537216187s, input_fired_time: 0.1320663542, output_fired_time: 0.0000000000, propagate_forward_time: 9.8104648590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111900330
validation[          , genome  6127] predictions:    9672/  10000 (96.72%), best:    9714/10000 (97.14%), error:      1014.08820, best error:       873.36578 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 127.1750335693s, input_fired_time: 1.0330601931, output_fired_time: 1.0846662521, propagate_forward_time: 47.1399536133, propagate_backward_time: 75.5832672119, weight_update_time: 0.1680909395, other_time: 2.3340911865
epoch time: 10.9394464493s, input_fired_time: 0.1316253692, output_fired_time: 0.0000000000, propagate_forward_time: 10.3896198273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182014465
validation[          , genome  6127] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       872.12860, best error:       872.12860 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 128.5798034668s, input_fired_time: 1.0390858650, output_fired_time: 1.0974835157, propagate_forward_time: 48.7406082153, propagate_backward_time: 75.3716278076, weight_update_time: 0.1686164886, other_time: 2.3310012817
epoch time: 11.1684560776s, input_fired_time: 0.1330126971, output_fired_time: 0.0000000000, propagate_forward_time: 10.6210651398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4143781662
validation[          , genome  6127] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       841.04187, best error:       841.04187 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 130.4288635254s, input_fired_time: 1.0390373468, output_fired_time: 1.0865011215, propagate_forward_time: 47.1705970764, propagate_backward_time: 78.8006286621, weight_update_time: 0.1681841016, other_time: 2.3321075439
epoch time: 10.2614850998s, input_fired_time: 0.1350296289, output_fired_time: 0.0000000000, propagate_forward_time: 9.7060556412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203996658
validation[          , genome  6127] predictions:    9707/  10000 (97.07%), best:    9751/10000 (97.51%), error:       913.76147, best error:       841.04187 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 130.4287261963s, input_fired_time: 1.0429159403, output_fired_time: 1.0854672194, propagate_forward_time: 49.2178726196, propagate_backward_time: 76.7057800293, weight_update_time: 0.1686222851, other_time: 2.3766860962
epoch time: 10.1999359131s, input_fired_time: 0.1353908330, output_fired_time: 0.0000000000, propagate_forward_time: 9.6458368301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187078476
validation[          , genome  6127] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       817.98975, best error:       817.98975 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 131.0344238281s, input_fired_time: 1.0443788767, output_fired_time: 2.0794782639, propagate_forward_time: 48.6161956787, propagate_backward_time: 76.9573287964, weight_update_time: 0.1687802076, other_time: 2.3370513916
epoch time: 9.7542839050s, input_fired_time: 0.1341503710, output_fired_time: 0.0000000000, propagate_forward_time: 9.2043838501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157495499
validation[          , genome  6127] predictions:    9723/  10000 (97.23%), best:    9765/10000 (97.65%), error:       871.25769, best error:       817.98975 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 130.2499084473s, input_fired_time: 1.0579452515, output_fired_time: 1.0921514034, propagate_forward_time: 48.0227890015, propagate_backward_time: 77.7457351685, weight_update_time: 0.1684135795, other_time: 2.3312835693
epoch time: 9.3233184814s, input_fired_time: 0.1334108263, output_fired_time: 0.0000000000, propagate_forward_time: 8.7778329849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120750427
validation[          , genome  6127] predictions:    9732/  10000 (97.32%), best:    9765/10000 (97.65%), error:       865.07941, best error:       817.98975 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 127.8081207275s, input_fired_time: 1.0770481825, output_fired_time: 1.0738773346, propagate_forward_time: 47.7839469910, propagate_backward_time: 74.4892120361, weight_update_time: 0.1672536433, other_time: 3.3840332031
epoch time: 9.2056531906s, input_fired_time: 0.1337235868, output_fired_time: 0.0000000000, propagate_forward_time: 8.6606168747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113130569
validation[          , genome  6127] predictions:    9709/  10000 (97.09%), best:    9765/10000 (97.65%), error:       894.77911, best error:       817.98975 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 130.3082275391s, input_fired_time: 1.0390686989, output_fired_time: 1.0860275030, propagate_forward_time: 46.9995231628, propagate_backward_time: 77.6820907593, weight_update_time: 0.1686789989, other_time: 3.5015182495
epoch time: 10.1637830734s, input_fired_time: 0.1344292313, output_fired_time: 0.0000000000, propagate_forward_time: 9.6065673828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227867126
validation[          , genome  6127] predictions:    9726/  10000 (97.26%), best:    9765/10000 (97.65%), error:       888.19543, best error:       817.98975 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 128.6938934326s, input_fired_time: 1.0404927731, output_fired_time: 1.0923249722, propagate_forward_time: 47.6107368469, propagate_backward_time: 75.6295242310, weight_update_time: 1.1513363123, other_time: 3.3208236694
epoch time: 10.8542633057s, input_fired_time: 0.1322064400, output_fired_time: 0.0000000000, propagate_forward_time: 10.2998638153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221935272
validation[          , genome  6127] predictions:    9664/  10000 (96.64%), best:    9765/10000 (97.65%), error:      1077.97534, best error:       817.98975 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 128.6510925293s, input_fired_time: 1.0428571701, output_fired_time: 1.0854064226, propagate_forward_time: 48.9242591858, propagate_backward_time: 75.2384719849, weight_update_time: 0.1994545460, other_time: 2.3600997925
epoch time: 10.2827653885s, input_fired_time: 0.1346574873, output_fired_time: 0.0000000000, propagate_forward_time: 9.7343502045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137573242
validation[          , genome  6127] predictions:    9724/  10000 (97.24%), best:    9765/10000 (97.65%), error:       868.41882, best error:       817.98975 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 127.9915542603s, input_fired_time: 1.0500916243, output_fired_time: 1.1005349159, propagate_forward_time: 46.3297576904, propagate_backward_time: 77.1804809570, weight_update_time: 0.1680296510, other_time: 2.3306884766
epoch time: 10.8121995926s, input_fired_time: 0.1328527629, output_fired_time: 0.0000000000, propagate_forward_time: 10.2661962509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131507874
validation[          , genome  6127] predictions:    9717/  10000 (97.17%), best:    9765/10000 (97.65%), error:       909.58020, best error:       817.98975 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 127.7321243286s, input_fired_time: 1.0395759344, output_fired_time: 1.0909030437, propagate_forward_time: 46.4127807617, propagate_backward_time: 76.8667373657, weight_update_time: 0.1682900488, other_time: 2.3221282959
epoch time: 11.1029243469s, input_fired_time: 0.1350815445, output_fired_time: 0.0000000000, propagate_forward_time: 10.4615030289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063400269
validation[          , genome  6127] predictions:    9724/  10000 (97.24%), best:    9765/10000 (97.65%), error:       866.94220, best error:       817.98975 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 127.1405715942s, input_fired_time: 1.0365650654, output_fired_time: 1.0804910660, propagate_forward_time: 45.9488601685, propagate_backward_time: 75.6671676636, weight_update_time: 0.1670648009, other_time: 3.4074859619
epoch time: 10.0505542755s, input_fired_time: 0.1325399876, output_fired_time: 0.0000000000, propagate_forward_time: 9.5069541931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110603333
validation[          , genome  6127] predictions:    9712/  10000 (97.12%), best:    9765/10000 (97.65%), error:       930.71741, best error:       817.98975 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 130.4057464600s, input_fired_time: 1.0484731197, output_fired_time: 1.0909149647, propagate_forward_time: 48.6829833984, propagate_backward_time: 77.2494201660, weight_update_time: 0.1690078825, other_time: 2.3339538574
epoch time: 10.2669773102s, input_fired_time: 0.1291459203, output_fired_time: 0.0000000000, propagate_forward_time: 9.7317581177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4060735703
validation[          , genome  6127] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       816.41418, best error:       816.41418 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 130.4146728516s, input_fired_time: 1.0545797348, output_fired_time: 1.0914454460, propagate_forward_time: 47.6834297180, propagate_backward_time: 78.2042312622, weight_update_time: 0.1694983095, other_time: 2.3809890747
epoch time: 10.2998762131s, input_fired_time: 0.1319561452, output_fired_time: 0.0000000000, propagate_forward_time: 9.7570867538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108333588
validation[          , genome  6127] predictions:    9737/  10000 (97.37%), best:    9746/10000 (97.46%), error:       879.10809, best error:       816.41418 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 125.5246353149s, input_fired_time: 1.0770058632, output_fired_time: 1.0814341307, propagate_forward_time: 45.1492614746, propagate_backward_time: 75.8970565796, weight_update_time: 0.1668942124, other_time: 2.3198776245
epoch time: 10.6683034897s, input_fired_time: 0.1332674772, output_fired_time: 0.0000000000, propagate_forward_time: 10.1221141815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129219055
validation[          , genome  6127] predictions:    9732/  10000 (97.32%), best:    9746/10000 (97.46%), error:       868.60614, best error:       816.41418 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 129.3390502930s, input_fired_time: 1.0425299406, output_fired_time: 1.1008464098, propagate_forward_time: 47.1257209778, propagate_backward_time: 77.7337493896, weight_update_time: 0.1688971668, other_time: 2.3362121582
epoch time: 10.9409008026s, input_fired_time: 0.1331418306, output_fired_time: 0.0000000000, propagate_forward_time: 10.3926305771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4151287079
validation[          , genome  6127] predictions:    9743/  10000 (97.43%), best:    9746/10000 (97.46%), error:       861.92310, best error:       816.41418 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 128.4561309814s, input_fired_time: 1.0421664715, output_fired_time: 1.0888166428, propagate_forward_time: 47.5867309570, propagate_backward_time: 75.4239349365, weight_update_time: 0.1686839461, other_time: 3.3144836426
epoch time: 10.6563014984s, input_fired_time: 0.1337080598, output_fired_time: 0.0000000000, propagate_forward_time: 10.1079397202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146537781
validation[          , genome  6127] predictions:    9720/  10000 (97.20%), best:    9746/10000 (97.46%), error:       916.34802, best error:       816.41418 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 129.0197753906s, input_fired_time: 1.0446290970, output_fired_time: 1.0874422789, propagate_forward_time: 47.2142715454, propagate_backward_time: 77.3463058472, weight_update_time: 0.1684172153, other_time: 2.3271255493
epoch time: 10.9605817795s, input_fired_time: 0.1338524222, output_fired_time: 0.0000000000, propagate_forward_time: 9.3946380615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4320917130
validation[          , genome  6127] predictions:    9692/  10000 (96.92%), best:    9746/10000 (97.46%), error:       988.68134, best error:       816.41418 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 129.8948211670s, input_fired_time: 1.0471616983, output_fired_time: 1.0870029926, propagate_forward_time: 47.5191726685, propagate_backward_time: 76.9218292236, weight_update_time: 0.1688902527, other_time: 3.3196487427
epoch time: 10.2703046799s, input_fired_time: 0.1326408535, output_fired_time: 0.0000000000, propagate_forward_time: 9.7265138626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111499786
validation[          , genome  6127] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       792.59973, best error:       792.59973 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 128.2909088135s, input_fired_time: 1.0420954227, output_fired_time: 1.0878992081, propagate_forward_time: 45.5578613281, propagate_backward_time: 76.2737121582, weight_update_time: 0.1687506586, other_time: 4.3293380737
epoch time: 10.9179286957s, input_fired_time: 0.1334583014, output_fired_time: 0.0000000000, propagate_forward_time: 10.3689231873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4155473709
validation[          , genome  6127] predictions:    9691/  10000 (96.91%), best:    9747/10000 (97.47%), error:       987.60956, best error:       792.59973 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 129.9813385010s, input_fired_time: 1.0478922129, output_fired_time: 1.0889202356, propagate_forward_time: 47.3442459106, propagate_backward_time: 78.1582870483, weight_update_time: 0.1689560562, other_time: 2.3419876099
epoch time: 9.2131919861s, input_fired_time: 0.1343136430, output_fired_time: 0.0000000000, propagate_forward_time: 8.6610069275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178714752
validation[          , genome  6127] predictions:    9745/  10000 (97.45%), best:    9747/10000 (97.47%), error:       824.73633, best error:       792.59973 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 129.7304687500s, input_fired_time: 1.0420788527, output_fired_time: 1.0844583511, propagate_forward_time: 49.9696311951, propagate_backward_time: 75.3049392700, weight_update_time: 0.1678608507, other_time: 2.3293533325
epoch time: 9.6695499420s, input_fired_time: 0.1349910051, output_fired_time: 0.0000000000, propagate_forward_time: 9.1106386185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239206314
validation[          , genome  6127] predictions:    9744/  10000 (97.44%), best:    9747/10000 (97.47%), error:       811.21399, best error:       792.59973 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 129.6096038818s, input_fired_time: 1.0455142260, output_fired_time: 1.0917868614, propagate_forward_time: 47.2466430664, propagate_backward_time: 77.8979797363, weight_update_time: 0.1684436947, other_time: 2.3276748657
epoch time: 9.7847185135s, input_fired_time: 0.1354984641, output_fired_time: 0.0000000000, propagate_forward_time: 9.2319164276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173040390
validation[          , genome  6127] predictions:    9751/  10000 (97.51%), best:    9747/10000 (97.47%), error:       810.68549, best error:       792.59973 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 129.4729003906s, input_fired_time: 1.0424218178, output_fired_time: 1.0842717886, propagate_forward_time: 49.2474822998, propagate_backward_time: 75.6541213989, weight_update_time: 0.1681327075, other_time: 2.4446029663
epoch time: 9.5907640457s, input_fired_time: 0.1324656904, output_fired_time: 0.0000000000, propagate_forward_time: 9.0463953018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119033813
validation[          , genome  6127] predictions:    9658/  10000 (96.58%), best:    9747/10000 (97.47%), error:      1062.35767, best error:       792.59973 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 131.2395782471s, input_fired_time: 1.0489996672, output_fired_time: 1.0930091143, propagate_forward_time: 49.7572479248, propagate_backward_time: 77.0086288452, weight_update_time: 0.1692071408, other_time: 2.3317031860
epoch time: 9.8775348663s, input_fired_time: 0.1345165670, output_fired_time: 0.0000000000, propagate_forward_time: 9.3248453140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4181728363
validation[          , genome  6127] predictions:    9740/  10000 (97.40%), best:    9747/10000 (97.47%), error:       840.12878, best error:       792.59973 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 128.5064697266s, input_fired_time: 1.0396902561, output_fired_time: 1.0821124315, propagate_forward_time: 48.2501754761, propagate_backward_time: 75.7157440186, weight_update_time: 0.1676159203, other_time: 2.4187469482
epoch time: 9.2275886536s, input_fired_time: 0.1344947219, output_fired_time: 0.0000000000, propagate_forward_time: 8.6801166534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129772186
validation[          , genome  6127] predictions:    9705/  10000 (97.05%), best:    9747/10000 (97.47%), error:       914.83752, best error:       792.59973 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 130.7101593018s, input_fired_time: 2.0300931931, output_fired_time: 1.0891792774, propagate_forward_time: 48.4882926941, propagate_backward_time: 76.7706069946, weight_update_time: 0.1686473787, other_time: 2.3319931030
epoch time: 10.2392206192s, input_fired_time: 0.1358078569, output_fired_time: 0.0000000000, propagate_forward_time: 9.6596536636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437589645
validation[          , genome  6127] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       786.60907, best error:       786.60907 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 131.3242187500s, input_fired_time: 1.0494307280, output_fired_time: 2.1688113213, propagate_forward_time: 48.3783836365, propagate_backward_time: 77.3812408447, weight_update_time: 0.1799953282, other_time: 2.3463592529
epoch time: 9.2949104309s, input_fired_time: 0.1460505724, output_fired_time: 0.0000000000, propagate_forward_time: 8.7226972580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261627197
validation[          , genome  6127] predictions:    9739/  10000 (97.39%), best:    9753/10000 (97.53%), error:       808.88263, best error:       786.60907 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 127.5998229980s, input_fired_time: 1.0432763100, output_fired_time: 1.0871951580, propagate_forward_time: 46.5443382263, propagate_backward_time: 76.6011657715, weight_update_time: 0.1683581769, other_time: 2.3238525391
epoch time: 9.1831817627s, input_fired_time: 0.1346915364, output_fired_time: 0.0000000000, propagate_forward_time: 8.6356191635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128713608
validation[          , genome  6127] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       769.08130, best error:       769.08130 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 131.7512054443s, input_fired_time: 1.0520195961, output_fired_time: 1.0897758007, propagate_forward_time: 48.5909881592, propagate_backward_time: 77.6765213013, weight_update_time: 0.1688030213, other_time: 3.3418960571
epoch time: 10.1452465057s, input_fired_time: 0.1341831982, output_fired_time: 0.0000000000, propagate_forward_time: 9.6001548767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109086990
validation[          , genome  6127] predictions:    9762/  10000 (97.62%), best:    9779/10000 (97.79%), error:       800.93005, best error:       769.08130 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 129.8025512695s, input_fired_time: 1.0529364347, output_fired_time: 1.0981345177, propagate_forward_time: 49.4804534912, propagate_backward_time: 75.8377304077, weight_update_time: 0.1681858450, other_time: 2.3332977295
epoch time: 10.8120393753s, input_fired_time: 0.1338309944, output_fired_time: 0.0000000000, propagate_forward_time: 10.2597684860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184398651
validation[          , genome  6127] predictions:    9752/  10000 (97.52%), best:    9779/10000 (97.79%), error:       776.37830, best error:       769.08130 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 128.6517791748s, input_fired_time: 1.0406079292, output_fired_time: 1.0792392492, propagate_forward_time: 46.6935844421, propagate_backward_time: 77.4381637573, weight_update_time: 0.1672302932, other_time: 2.4001846313
epoch time: 10.2183256149s, input_fired_time: 0.1331373453, output_fired_time: 0.0000000000, propagate_forward_time: 9.6736469269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115409851
validation[          , genome  6127] predictions:    9710/  10000 (97.10%), best:    9779/10000 (97.79%), error:       928.08026, best error:       769.08130 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 130.2026824951s, input_fired_time: 1.0542579889, output_fired_time: 1.0924724340, propagate_forward_time: 49.6222953796, propagate_backward_time: 76.1034927368, weight_update_time: 0.1689409763, other_time: 2.3301620483
epoch time: 10.2377176285s, input_fired_time: 0.1318393648, output_fired_time: 0.0000000000, propagate_forward_time: 9.6981325150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4077453613
validation[          , genome  6127] predictions:    9765/  10000 (97.65%), best:    9779/10000 (97.79%), error:       799.54816, best error:       769.08130 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 131.8988189697s, input_fired_time: 1.0679839849, output_fired_time: 1.1898671389, propagate_forward_time: 50.2378311157, propagate_backward_time: 77.0608596802, weight_update_time: 0.1703878343, other_time: 2.3422851563
epoch time: 10.1564645767s, input_fired_time: 0.1342584044, output_fired_time: 0.0000000000, propagate_forward_time: 9.5988893509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233169556
validation[          , genome  6127] predictions:    9765/  10000 (97.65%), best:    9779/10000 (97.79%), error:       808.29797, best error:       769.08130 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 129.8133544922s, input_fired_time: 1.0504822731, output_fired_time: 1.0894610882, propagate_forward_time: 49.1875038147, propagate_backward_time: 75.0743103027, weight_update_time: 0.1706950217, other_time: 3.4116058350
epoch time: 10.2865667343s, input_fired_time: 0.1350607723, output_fired_time: 0.0000000000, propagate_forward_time: 9.7404508591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110555649
validation[          , genome  6127] predictions:    9742/  10000 (97.42%), best:    9779/10000 (97.79%), error:       783.81689, best error:       769.08130 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 127.0757598877s, input_fired_time: 1.0423055887, output_fired_time: 1.0832644701, propagate_forward_time: 47.7733383179, propagate_backward_time: 74.7629852295, weight_update_time: 0.1669416577, other_time: 2.4138641357
epoch time: 10.8231678009s, input_fired_time: 0.1349945813, output_fired_time: 0.0000000000, propagate_forward_time: 10.2706174850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175558090
validation[          , genome  6127] predictions:    9689/  10000 (96.89%), best:    9779/10000 (97.79%), error:       905.58081, best error:       769.08130 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 131.9217224121s, input_fired_time: 1.0544935465, output_fired_time: 1.0923228264, propagate_forward_time: 48.9789390564, propagate_backward_time: 78.4506454468, weight_update_time: 0.1693971008, other_time: 2.3453292847
epoch time: 9.2110414505s, input_fired_time: 0.1349200904, output_fired_time: 0.0000000000, propagate_forward_time: 8.6629467010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131746292
validation[          , genome  6127] predictions:    9751/  10000 (97.51%), best:    9779/10000 (97.79%), error:       809.02252, best error:       769.08130 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 130.0948181152s, input_fired_time: 1.0492575169, output_fired_time: 1.0918108225, propagate_forward_time: 49.0320816040, propagate_backward_time: 76.5966720581, weight_update_time: 0.1681330502, other_time: 2.3249969482
epoch time: 9.3272800446s, input_fired_time: 0.1347845048, output_fired_time: 0.0000000000, propagate_forward_time: 8.7781324387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4143629074
validation[          , genome  6127] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       765.08044, best error:       765.08044 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 128.9108886719s, input_fired_time: 1.0453946590, output_fired_time: 1.0858411789, propagate_forward_time: 46.4326629639, propagate_backward_time: 78.0246047974, weight_update_time: 0.1675979197, other_time: 2.3223876953
epoch time: 9.9783649445s, input_fired_time: 0.1363568753, output_fired_time: 0.0000000000, propagate_forward_time: 9.4191751480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228324890
validation[          , genome  6127] predictions:    9752/  10000 (97.52%), best:    9759/10000 (97.59%), error:       783.01489, best error:       765.08044 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 130.3610382080s, input_fired_time: 1.0542298555, output_fired_time: 1.0913927555, propagate_forward_time: 50.0751037598, propagate_backward_time: 75.8050384521, weight_update_time: 0.1688631773, other_time: 2.3352661133
epoch time: 10.2244939804s, input_fired_time: 0.1370088905, output_fired_time: 0.0000000000, propagate_forward_time: 9.6680622101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194231033
validation[          , genome  6127] predictions:    9767/  10000 (97.67%), best:    9759/10000 (97.59%), error:       769.23926, best error:       765.08044 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 126.2928009033s, input_fired_time: 1.0411152840, output_fired_time: 1.0756807327, propagate_forward_time: 47.2125930786, propagate_backward_time: 74.6449813843, weight_update_time: 0.1667238027, other_time: 2.3184280396
epoch time: 9.1374721527s, input_fired_time: 0.1328635663, output_fired_time: 0.0000000000, propagate_forward_time: 8.5953378677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4092702866
validation[          , genome  6127] predictions:    9747/  10000 (97.47%), best:    9759/10000 (97.59%), error:       812.04822, best error:       765.08044 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 128.8788452148s, input_fired_time: 1.0405610800, output_fired_time: 1.0722426176, propagate_forward_time: 49.8252449036, propagate_backward_time: 74.6351318359, weight_update_time: 0.1665459126, other_time: 2.3056640625
epoch time: 10.2744855881s, input_fired_time: 0.1365700513, output_fired_time: 0.0000000000, propagate_forward_time: 9.7169275284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209880829
validation[          , genome  6127] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       901.98993, best error:       765.08044 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 130.5220489502s, input_fired_time: 1.0548381805, output_fired_time: 2.0977606773, propagate_forward_time: 49.2614326477, propagate_backward_time: 75.7784576416, weight_update_time: 0.1694844216, other_time: 2.3295593262
epoch time: 9.2944450378s, input_fired_time: 0.1353052855, output_fired_time: 0.0000000000, propagate_forward_time: 8.7342605591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248790741
validation[          , genome  6127] predictions:    9755/  10000 (97.55%), best:    9759/10000 (97.59%), error:       812.55200, best error:       765.08044 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 131.0867614746s, input_fired_time: 1.0519512892, output_fired_time: 1.0916180611, propagate_forward_time: 49.5325698853, propagate_backward_time: 76.0709915161, weight_update_time: 0.1692788601, other_time: 3.3396301270
epoch time: 10.2907981873s, input_fired_time: 0.1371806860, output_fired_time: 0.0000000000, propagate_forward_time: 9.7310085297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226093292
validation[          , genome  6127] predictions:    9751/  10000 (97.51%), best:    9759/10000 (97.59%), error:       792.71130, best error:       765.08044 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 129.7228546143s, input_fired_time: 1.0500136614, output_fired_time: 1.0923160315, propagate_forward_time: 48.6081161499, propagate_backward_time: 76.6427612305, weight_update_time: 0.1688377708, other_time: 2.3296432495
epoch time: 10.1313781738s, input_fired_time: 0.1363345087, output_fired_time: 0.0000000000, propagate_forward_time: 9.5749864578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200572968
validation[          , genome  6127] predictions:    9751/  10000 (97.51%), best:    9759/10000 (97.59%), error:       817.80896, best error:       765.08044 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 127.2155456543s, input_fired_time: 1.0922418833, output_fired_time: 1.0859662294, propagate_forward_time: 47.4076919556, propagate_backward_time: 74.8968429565, weight_update_time: 0.1678055525, other_time: 2.7328033447
epoch time: 10.2082109451s, input_fired_time: 0.1374372244, output_fired_time: 0.0000000000, propagate_forward_time: 9.6462593079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245147705
validation[          , genome  6127] predictions:    9715/  10000 (97.15%), best:    9759/10000 (97.59%), error:       843.27679, best error:       765.08044 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 129.4027404785s, input_fired_time: 2.0800862312, output_fired_time: 1.0846260786, propagate_forward_time: 49.8031311035, propagate_backward_time: 73.0930709839, weight_update_time: 0.1682061702, other_time: 3.3418273926
epoch time: 9.2174787521s, input_fired_time: 0.1354000717, output_fired_time: 0.0000000000, propagate_forward_time: 8.6716632843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104156494
validation[          , genome  6127] predictions:    9737/  10000 (97.37%), best:    9759/10000 (97.59%), error:       866.91638, best error:       765.08044 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 129.0623931885s, input_fired_time: 1.0469220877, output_fired_time: 1.0863097906, propagate_forward_time: 50.5695953369, propagate_backward_time: 74.0325012207, weight_update_time: 0.1680008024, other_time: 2.3270645142
epoch time: 9.7244606018s, input_fired_time: 0.1346867085, output_fired_time: 0.0000000000, propagate_forward_time: 9.1724777222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172964096
validation[          , genome  6127] predictions:    9736/  10000 (97.36%), best:    9759/10000 (97.59%), error:       841.32190, best error:       765.08044 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 131.6005401611s, input_fired_time: 1.0553039312, output_fired_time: 1.0911674500, propagate_forward_time: 50.7662925720, propagate_backward_time: 76.2614059448, weight_update_time: 0.1691449732, other_time: 2.4263687134
epoch time: 9.9981288910s, input_fired_time: 0.1356043667, output_fired_time: 0.0000000000, propagate_forward_time: 9.4427309036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197940826
validation[          , genome  6127] predictions:    9753/  10000 (97.53%), best:    9759/10000 (97.59%), error:       799.53601, best error:       765.08044 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 127.9504241943s, input_fired_time: 1.0479956865, output_fired_time: 1.0890535116, propagate_forward_time: 48.2388648987, propagate_backward_time: 75.2379379272, weight_update_time: 0.1681030095, other_time: 2.3365707397
epoch time: 9.1343164444s, input_fired_time: 0.1348339766, output_fired_time: 0.0000000000, propagate_forward_time: 8.5850210190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144611359
validation[          , genome  6127] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       794.28961, best error:       765.08044 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 130.0352020264s, input_fired_time: 1.1029387712, output_fired_time: 1.0920901299, propagate_forward_time: 47.3909988403, propagate_backward_time: 77.1013259888, weight_update_time: 0.1694024801, other_time: 3.3478546143
epoch time: 11.3470668793s, input_fired_time: 0.1365887374, output_fired_time: 0.0000000000, propagate_forward_time: 10.7891683578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213094711
validation[          , genome  6127] predictions:    9694/  10000 (96.94%), best:    9759/10000 (97.59%), error:       939.29718, best error:       765.08044 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 129.0881500244s, input_fired_time: 1.0546731949, output_fired_time: 1.0915237665, propagate_forward_time: 49.8541183472, propagate_backward_time: 74.7138137817, weight_update_time: 0.1689716876, other_time: 2.3740234375
epoch time: 10.8196935654s, input_fired_time: 0.1367752850, output_fired_time: 0.0000000000, propagate_forward_time: 10.2664823532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4164361954
validation[          , genome  6127] predictions:    9735/  10000 (97.35%), best:    9759/10000 (97.59%), error:       859.60065, best error:       765.08044 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 126.4668655396s, input_fired_time: 1.0449993610, output_fired_time: 1.0815432072, propagate_forward_time: 47.7706336975, propagate_backward_time: 73.2326202393, weight_update_time: 0.1671495885, other_time: 3.3370666504
epoch time: 11.1075716019s, input_fired_time: 0.1362192333, output_fired_time: 0.0000000000, propagate_forward_time: 10.5535936356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177589417
validation[          , genome  6127] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       764.60474, best error:       764.60474 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 130.3694915771s, input_fired_time: 1.0601320267, output_fired_time: 1.0931752920, propagate_forward_time: 48.6850967407, propagate_backward_time: 77.1428451538, weight_update_time: 0.1699551493, other_time: 2.3882446289
epoch time: 10.8695001602s, input_fired_time: 0.1365688145, output_fired_time: 0.0000000000, propagate_forward_time: 10.3183755875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4145555496
validation[          , genome  6127] predictions:    9740/  10000 (97.40%), best:    9756/10000 (97.56%), error:       862.33270, best error:       764.60474 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 128.7901916504s, input_fired_time: 2.1284513474, output_fired_time: 1.0884275436, propagate_forward_time: 48.7761650085, propagate_backward_time: 74.4672317505, weight_update_time: 0.1683033258, other_time: 2.3299179077
epoch time: 10.2984066010s, input_fired_time: 0.1344690919, output_fired_time: 0.0000000000, propagate_forward_time: 8.7673749924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3965625763
validation[          , genome  6127] predictions:    9758/  10000 (97.58%), best:    9756/10000 (97.56%), error:       823.54144, best error:       764.60474 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 125.8219451904s, input_fired_time: 1.0335088968, output_fired_time: 1.0552943945, propagate_forward_time: 44.8693161011, propagate_backward_time: 76.5592575073, weight_update_time: 0.1649483293, other_time: 2.3045654297
epoch time: 10.6338825226s, input_fired_time: 0.1342997104, output_fired_time: 0.0000000000, propagate_forward_time: 10.0766506195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229326248
validation[          , genome  6127] predictions:    9760/  10000 (97.60%), best:    9756/10000 (97.56%), error:       771.86853, best error:       764.60474 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 128.9781951904s, input_fired_time: 1.0523566008, output_fired_time: 1.0853681564, propagate_forward_time: 46.9284896851, propagate_backward_time: 77.5815658569, weight_update_time: 0.1688936502, other_time: 2.3304214478
epoch time: 10.4441843033s, input_fired_time: 0.1355905235, output_fired_time: 0.0000000000, propagate_forward_time: 9.8919181824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166755676
validation[          , genome  6127] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       726.16644, best error:       726.16644 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 128.9109802246s, input_fired_time: 1.0675399303, output_fired_time: 1.0874301195, propagate_forward_time: 47.7657737732, propagate_backward_time: 76.6192855835, weight_update_time: 0.1679224670, other_time: 2.3709487915
epoch time: 9.9817237854s, input_fired_time: 0.1338334233, output_fired_time: 0.0000000000, propagate_forward_time: 9.4395980835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082918167
validation[          , genome  6127] predictions:    9747/  10000 (97.47%), best:    9776/10000 (97.76%), error:       847.76105, best error:       726.16644 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 125.8968200684s, input_fired_time: 1.0545027256, output_fired_time: 1.0774790049, propagate_forward_time: 48.3784065247, propagate_backward_time: 73.0687713623, weight_update_time: 0.1666685343, other_time: 2.3176574707
epoch time: 10.4776020050s, input_fired_time: 0.1395646036, output_fired_time: 0.0000000000, propagate_forward_time: 9.9260244370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120130539
validation[          , genome  6127] predictions:    9709/  10000 (97.09%), best:    9776/10000 (97.76%), error:       934.13696, best error:       726.16644 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 129.3501129150s, input_fired_time: 1.0644711256, output_fired_time: 1.0857404470, propagate_forward_time: 49.1674575806, propagate_backward_time: 75.6955871582, weight_update_time: 0.1687324345, other_time: 2.3368606567
epoch time: 10.4442996979s, input_fired_time: 0.1358920336, output_fired_time: 0.0000000000, propagate_forward_time: 9.8502340317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581737518
validation[          , genome  6127] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       774.75635, best error:       726.16644 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 123.9963073730s, input_fired_time: 1.0371702909, output_fired_time: 1.0900388956, propagate_forward_time: 47.6816253662, propagate_backward_time: 70.8874130249, weight_update_time: 0.1648144871, other_time: 3.3000564575
epoch time: 10.0725955963s, input_fired_time: 0.1374933124, output_fired_time: 0.0000000000, propagate_forward_time: 9.5147209167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203815460
validation[          , genome  6127] predictions:    9692/  10000 (96.92%), best:    9776/10000 (97.76%), error:       950.46545, best error:       726.16644 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 127.2197647095s, input_fired_time: 1.0488200188, output_fired_time: 1.0805237293, propagate_forward_time: 48.1472892761, propagate_backward_time: 74.6141204834, weight_update_time: 0.1689496189, other_time: 2.3290100098
epoch time: 9.1877021790s, input_fired_time: 0.1358201653, output_fired_time: 0.0000000000, propagate_forward_time: 8.6368494034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4150323868
validation[          , genome  6127] predictions:    9754/  10000 (97.54%), best:    9776/10000 (97.76%), error:       784.14050, best error:       726.16644 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 128.1666107178s, input_fired_time: 1.0518568754, output_fired_time: 1.0856339931, propagate_forward_time: 47.9736061096, propagate_backward_time: 75.7372512817, weight_update_time: 0.1675032079, other_time: 2.3182601929
epoch time: 9.3139514923s, input_fired_time: 0.1371576637, output_fired_time: 0.0000000000, propagate_forward_time: 8.7614526749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153413773
validation[          , genome  6127] predictions:    9772/  10000 (97.72%), best:    9776/10000 (97.76%), error:       747.74811, best error:       726.16644 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 129.5797882080s, input_fired_time: 1.0672093630, output_fired_time: 1.0996019840, propagate_forward_time: 50.7853889465, propagate_backward_time: 74.2911148071, weight_update_time: 0.1809263974, other_time: 2.3364639282
epoch time: 9.8796110153s, input_fired_time: 0.1359261870, output_fired_time: 0.0000000000, propagate_forward_time: 9.3264265060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172582626
validation[          , genome  6127] predictions:    9726/  10000 (97.26%), best:    9776/10000 (97.76%), error:       838.11652, best error:       726.16644 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 127.5751266479s, input_fired_time: 1.0510878563, output_fired_time: 1.0833046436, propagate_forward_time: 46.5343780518, propagate_backward_time: 76.5906829834, weight_update_time: 0.1684024185, other_time: 2.3156738281
epoch time: 10.3102035522s, input_fired_time: 0.1386086792, output_fired_time: 0.0000000000, propagate_forward_time: 9.7498064041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217882156
validation[          , genome  6127] predictions:    9769/  10000 (97.69%), best:    9776/10000 (97.76%), error:       749.35687, best error:       726.16644 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 128.0123443604s, input_fired_time: 1.0516237020, output_fired_time: 1.0827921629, propagate_forward_time: 48.2280197144, propagate_backward_time: 75.3298568726, weight_update_time: 0.1671644449, other_time: 2.3200531006
epoch time: 10.2332782745s, input_fired_time: 0.1382274777, output_fired_time: 0.0000000000, propagate_forward_time: 9.6763496399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187011719
validation[          , genome  6127] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       743.11542, best error:       726.16644 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 130.8575286865s, input_fired_time: 1.0609288216, output_fired_time: 1.0923342705, propagate_forward_time: 48.1657142639, propagate_backward_time: 78.2021408081, weight_update_time: 0.1698237062, other_time: 2.3364181519
epoch time: 10.1033210754s, input_fired_time: 0.1377520263, output_fired_time: 0.0000000000, propagate_forward_time: 9.5367240906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288454056
validation[          , genome  6127] predictions:    9768/  10000 (97.68%), best:    9776/10000 (97.76%), error:       772.42767, best error:       726.16644 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 127.7948226929s, input_fired_time: 1.0530618429, output_fired_time: 1.0797919035, propagate_forward_time: 45.1930923462, propagate_backward_time: 78.1340560913, weight_update_time: 0.1676559597, other_time: 2.3348236084
epoch time: 9.1647758484s, input_fired_time: 0.1355394870, output_fired_time: 0.0000000000, propagate_forward_time: 8.6171226501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121141434
validation[          , genome  6127] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       861.07245, best error:       726.16644 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 130.7719421387s, input_fired_time: 1.0612195730, output_fired_time: 1.0951606035, propagate_forward_time: 51.2788543701, propagate_backward_time: 75.0010452271, weight_update_time: 0.1696169525, other_time: 2.3356704712
epoch time: 10.9069309235s, input_fired_time: 0.1368603557, output_fired_time: 0.0000000000, propagate_forward_time: 10.3554649353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146060944
validation[          , genome  6127] predictions:    9746/  10000 (97.46%), best:    9776/10000 (97.76%), error:       809.60272, best error:       726.16644 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 128.6592559814s, input_fired_time: 1.0554062128, output_fired_time: 1.0844076872, propagate_forward_time: 46.7133102417, propagate_backward_time: 77.4742736816, weight_update_time: 0.1682948619, other_time: 2.3318634033
epoch time: 11.0259046555s, input_fired_time: 0.1381287128, output_fired_time: 0.0000000000, propagate_forward_time: 10.4703283310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4174480438
validation[          , genome  6127] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       804.18011, best error:       726.16644 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 128.1254730225s, input_fired_time: 1.0542403460, output_fired_time: 1.0848693848, propagate_forward_time: 47.7068481445, propagate_backward_time: 75.9477462769, weight_update_time: 0.1680869460, other_time: 2.3317718506
epoch time: 11.0065793991s, input_fired_time: 0.1370997429, output_fired_time: 0.0000000000, propagate_forward_time: 10.4531240463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163560867
validation[          , genome  6127] predictions:    9735/  10000 (97.35%), best:    9776/10000 (97.76%), error:       879.25482, best error:       726.16644 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 127.1571807861s, input_fired_time: 1.0515474081, output_fired_time: 1.0833060741, propagate_forward_time: 47.9883651733, propagate_backward_time: 74.7067031860, weight_update_time: 0.1679269075, other_time: 2.3272628784
epoch time: 10.2733373642s, input_fired_time: 0.1373007894, output_fired_time: 0.0000000000, propagate_forward_time: 9.7226409912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133958817
validation[          , genome  6127] predictions:    9759/  10000 (97.59%), best:    9776/10000 (97.76%), error:       815.36151, best error:       726.16644 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 130.3357696533s, input_fired_time: 1.0639537573, output_fired_time: 1.0915418863, propagate_forward_time: 48.7047576904, propagate_backward_time: 76.1078338623, weight_update_time: 0.1693844348, other_time: 3.3676910400
epoch time: 10.8434534073s, input_fired_time: 0.1368269175, output_fired_time: 0.0000000000, propagate_forward_time: 10.2907867432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158401489
validation[          , genome  6127] predictions:    9753/  10000 (97.53%), best:    9776/10000 (97.76%), error:       800.20056, best error:       726.16644 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 128.2774810791s, input_fired_time: 1.0581347942, output_fired_time: 1.0850092173, propagate_forward_time: 46.5420379639, propagate_backward_time: 77.2638397217, weight_update_time: 0.1683492362, other_time: 2.3284606934
epoch time: 10.8401250839s, input_fired_time: 0.1380411685, output_fired_time: 0.0000000000, propagate_forward_time: 10.2833662033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187173843
validation[          , genome  6127] predictions:    9708/  10000 (97.08%), best:    9776/10000 (97.76%), error:       946.13629, best error:       726.16644 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 130.3557586670s, input_fired_time: 1.0644009113, output_fired_time: 1.0878878832, propagate_forward_time: 48.8319587708, propagate_backward_time: 77.0310745239, weight_update_time: 0.1693524867, other_time: 2.3404312134
epoch time: 10.4565391541s, input_fired_time: 0.1351830214, output_fired_time: 0.0000000000, propagate_forward_time: 9.9101085663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112472534
validation[          , genome  6127] predictions:    9579/  10000 (95.79%), best:    9776/10000 (97.76%), error:      1366.73828, best error:       726.16644 on epoch:    82, 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: 54.4908180237s, input_fired_time: 0.6904014945, output_fired_time: 0.0000000000, propagate_forward_time: 51.6688613892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1315536499
best training[          , genome  6127] predictions:   49714/  50000 (99.43%), best:    9776/10000 (97.76%), error:      1273.42590, best error:       726.16644 on epoch:    82, 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: 10.1827659607s, input_fired_time: 0.1362306923, output_fired_time: 0.0000000000, propagate_forward_time: 9.6274785995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190568924
   testing[          , genome  6127] predictions:    9797/  10000 (97.97%), best:    9776/10000 (97.76%), error:       708.90558, best error:       726.16644 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:32:39 (3520): called boinc_finish(0)

</stderr_txt>
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