Nameexact_genome_1512568488_44_6816_1
Workunit2605384
Created7 Dec 2017, 22:06:16 UTC
Sent7 Dec 2017, 22:16:03 UTC
Report deadline16 Dec 2017, 16:08:29 UTC
Received8 Dec 2017, 1:57:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID61976
Run time1 hours 53 min 5 sec
CPU time1 hours 49 min 7 sec
Validate stateValid
Credit2,186.19
Device peak FLOPS4.43 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.80 MB
Peak swap size159.84 MB
Peak disk usage2.21 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0904421657, output_fired_time: 0.0000000000, propagate_forward_time: 3.4757206440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2253854275
validation[          , genome  6816] predictions:    9708/  10000 (97.08%), best:    9723/10000 (97.23%), error:      1005.07135, best error:       911.56439 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 60.9864654541s, input_fired_time: 0.8771731853, output_fired_time: 0.6198650002, propagate_forward_time: 17.5245780945, propagate_backward_time: 40.6429634094, weight_update_time: 0.0660539120, other_time: 1.3218841553
epoch time: 3.7999918461s, input_fired_time: 0.0908045769, output_fired_time: 0.0000000000, propagate_forward_time: 3.4856448174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2235424519
validation[          , genome  6816] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       894.19617, best error:       894.19617 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 60.9908790588s, input_fired_time: 0.8829643726, output_fired_time: 0.6213397980, propagate_forward_time: 17.5247726440, propagate_backward_time: 40.6422653198, weight_update_time: 0.0654306859, other_time: 1.3195343018
epoch time: 3.8015551567s, input_fired_time: 0.0903616920, output_fired_time: 0.0000000000, propagate_forward_time: 3.4889459610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2222476006
validation[          , genome  6816] predictions:    9725/  10000 (97.25%), best:    9719/10000 (97.19%), error:       934.35266, best error:       894.19617 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 60.9638404846s, input_fired_time: 0.8782619238, output_fired_time: 0.6215265393, propagate_forward_time: 17.4336585999, propagate_backward_time: 40.6991004944, weight_update_time: 0.0654538497, other_time: 1.3312950134
epoch time: 3.7898156643s, input_fired_time: 0.0898953229, output_fired_time: 0.0000000000, propagate_forward_time: 3.4748787880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2250416279
validation[          , genome  6816] predictions:    9726/  10000 (97.26%), best:    9719/10000 (97.19%), error:       911.67200, best error:       894.19617 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 61.1075820923s, input_fired_time: 0.9027313590, output_fired_time: 0.6227837205, propagate_forward_time: 17.6046428680, propagate_backward_time: 40.6351737976, weight_update_time: 0.0652730316, other_time: 1.3422508240
epoch time: 3.8222286701s, input_fired_time: 0.0905227214, output_fired_time: 0.0000000000, propagate_forward_time: 3.5078282356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2238776684
validation[          , genome  6816] predictions:    9730/  10000 (97.30%), best:    9719/10000 (97.19%), error:       917.60114, best error:       894.19617 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 60.9463233948s, input_fired_time: 0.8815426230, output_fired_time: 0.6197297573, propagate_forward_time: 17.5212688446, propagate_backward_time: 40.5942459106, weight_update_time: 0.0651693121, other_time: 1.3295364380
epoch time: 3.8051211834s, input_fired_time: 0.0906459540, output_fired_time: 0.0000000000, propagate_forward_time: 3.4898588657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2246162891
validation[          , genome  6816] predictions:    9708/  10000 (97.08%), best:    9719/10000 (97.19%), error:       959.58984, best error:       894.19617 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 61.0335006714s, input_fired_time: 0.8819393516, output_fired_time: 0.6212604046, propagate_forward_time: 17.4950656891, propagate_backward_time: 40.6884231567, weight_update_time: 0.0654322878, other_time: 1.3468093872
epoch time: 3.7987565994s, input_fired_time: 0.0909539089, output_fired_time: 0.0000000000, propagate_forward_time: 3.4845449924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2232577801
validation[          , genome  6816] predictions:    9737/  10000 (97.37%), best:    9719/10000 (97.19%), error:       903.57184, best error:       894.19617 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 60.9501495361s, input_fired_time: 0.8779470921, output_fired_time: 0.6207561493, propagate_forward_time: 17.4379863739, propagate_backward_time: 40.6899719238, weight_update_time: 0.0657213181, other_time: 1.3234863281
epoch time: 3.8009235859s, input_fired_time: 0.0909881368, output_fired_time: 0.0000000000, propagate_forward_time: 3.4864180088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2235174179
validation[          , genome  6816] predictions:    9745/  10000 (97.45%), best:    9719/10000 (97.19%), error:       895.80518, best error:       894.19617 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 61.1358451843s, input_fired_time: 0.8750475049, output_fired_time: 0.6169598103, propagate_forward_time: 17.5736865997, propagate_backward_time: 40.7587852478, weight_update_time: 0.0646750927, other_time: 1.3113670349
epoch time: 3.7805647850s, input_fired_time: 0.0893608108, output_fired_time: 0.0000000000, propagate_forward_time: 3.4784569740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2127470970
validation[          , genome  6816] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       863.19421, best error:       863.19421 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 60.8309173584s, input_fired_time: 0.8699685931, output_fired_time: 0.5993688703, propagate_forward_time: 17.4931488037, propagate_backward_time: 40.6253662109, weight_update_time: 0.0620706268, other_time: 1.2430648804
epoch time: 3.7835457325s, input_fired_time: 0.0882866383, output_fired_time: 0.0000000000, propagate_forward_time: 3.4837543964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2115046978
validation[          , genome  6816] predictions:    9689/  10000 (96.89%), best:    9748/10000 (97.48%), error:      1000.79364, best error:       863.19421 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 60.7959022522s, input_fired_time: 0.8680668473, output_fired_time: 0.5998978615, propagate_forward_time: 17.4516906738, propagate_backward_time: 40.6351928711, weight_update_time: 0.0636997521, other_time: 1.2410507202
epoch time: 3.8298985958s, input_fired_time: 0.0898767114, output_fired_time: 0.0000000000, propagate_forward_time: 3.5009899139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2390320301
validation[          , genome  6816] predictions:    9739/  10000 (97.39%), best:    9748/10000 (97.48%), error:       873.20667, best error:       863.19421 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 60.7395095825s, input_fired_time: 0.8676875234, output_fired_time: 0.6006286144, propagate_forward_time: 17.4293727875, propagate_backward_time: 40.6069412231, weight_update_time: 0.0617435984, other_time: 1.2348785400
epoch time: 3.8124043941s, input_fired_time: 0.0933137760, output_fired_time: 0.0000000000, propagate_forward_time: 3.5066835880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2124071121
validation[          , genome  6816] predictions:    9710/  10000 (97.10%), best:    9748/10000 (97.48%), error:       949.35651, best error:       863.19421 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 60.8743476868s, input_fired_time: 0.8700212240, output_fired_time: 0.5998011231, propagate_forward_time: 17.5747737885, propagate_backward_time: 40.5887870789, weight_update_time: 0.0622090772, other_time: 1.2409629822
epoch time: 3.7834835052s, input_fired_time: 0.0899842680, output_fired_time: 0.0000000000, propagate_forward_time: 3.4800708294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2134284973
validation[          , genome  6816] predictions:    9692/  10000 (96.92%), best:    9748/10000 (97.48%), error:      1051.63538, best error:       863.19421 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 60.7252235413s, input_fired_time: 0.8677295446, output_fired_time: 0.5998401642, propagate_forward_time: 17.4041061401, propagate_backward_time: 40.6158523560, weight_update_time: 0.0616641007, other_time: 1.2376937866
epoch time: 3.8091392517s, input_fired_time: 0.0896023661, output_fired_time: 0.0000000000, propagate_forward_time: 3.5066556931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2128810883
validation[          , genome  6816] predictions:    9733/  10000 (97.33%), best:    9748/10000 (97.48%), error:       884.18042, best error:       863.19421 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 60.7179336548s, input_fired_time: 0.8692643046, output_fired_time: 0.5994470716, propagate_forward_time: 17.4221858978, propagate_backward_time: 40.5818519592, weight_update_time: 0.0620179623, other_time: 1.2451896667
epoch time: 3.7867100239s, input_fired_time: 0.0904827788, output_fired_time: 0.0000000000, propagate_forward_time: 3.4837923050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2124350071
validation[          , genome  6816] predictions:    9696/  10000 (96.96%), best:    9748/10000 (97.48%), error:       950.38611, best error:       863.19421 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 60.7827491760s, input_fired_time: 0.8679732084, output_fired_time: 0.6013926268, propagate_forward_time: 17.4290237427, propagate_backward_time: 40.6314506531, weight_update_time: 0.0617706478, other_time: 1.2529106140
epoch time: 3.7851293087s, input_fired_time: 0.0898088217, output_fired_time: 0.0000000000, propagate_forward_time: 3.4839656353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2113549709
validation[          , genome  6816] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       803.54675, best error:       803.54675 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 60.7448043823s, input_fired_time: 0.8704774380, output_fired_time: 0.6021789908, propagate_forward_time: 17.4593105316, propagate_backward_time: 40.5732078552, weight_update_time: 0.0615720674, other_time: 1.2396278381
epoch time: 3.7719404697s, input_fired_time: 0.0885495692, output_fired_time: 0.0000000000, propagate_forward_time: 3.4714603424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2119305134
validation[          , genome  6816] predictions:    9646/  10000 (96.46%), best:    9758/10000 (97.58%), error:      1096.32898, best error:       803.54675 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 60.7975807190s, input_fired_time: 0.8759208918, output_fired_time: 0.5995750427, propagate_forward_time: 17.5073108673, propagate_backward_time: 40.5667266846, weight_update_time: 0.0621706955, other_time: 1.2480468750
epoch time: 3.7890334129s, input_fired_time: 0.0902096629, output_fired_time: 0.0000000000, propagate_forward_time: 3.4853806496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2134430408
validation[          , genome  6816] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       785.77789, best error:       785.77789 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 60.9340744019s, input_fired_time: 0.8714939952, output_fired_time: 0.5994874239, propagate_forward_time: 17.5672225952, propagate_backward_time: 40.6489219666, weight_update_time: 0.0617761388, other_time: 1.2469482422
epoch time: 3.7850413322s, input_fired_time: 0.0891381726, output_fired_time: 0.0000000000, propagate_forward_time: 3.4854388237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2104642391
validation[          , genome  6816] predictions:    9749/  10000 (97.49%), best:    9767/10000 (97.67%), error:       840.05652, best error:       785.77789 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 60.7293586731s, input_fired_time: 0.8761373758, output_fired_time: 0.5995716453, propagate_forward_time: 17.4489173889, propagate_backward_time: 40.5653114319, weight_update_time: 0.0616816804, other_time: 1.2394218445
epoch time: 3.7815799713s, input_fired_time: 0.0895471573, output_fired_time: 0.0000000000, propagate_forward_time: 3.4809956551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2110371590
validation[          , genome  6816] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       853.90674, best error:       785.77789 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 60.7224044800s, input_fired_time: 0.8720374703, output_fired_time: 0.5991791487, propagate_forward_time: 17.4144668579, propagate_backward_time: 40.6000595093, weight_update_time: 0.0613770522, other_time: 1.2366638184
epoch time: 3.8086709976s, input_fired_time: 0.0897758231, output_fired_time: 0.0000000000, propagate_forward_time: 3.4966914654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2222037315
validation[          , genome  6816] predictions:    9722/  10000 (97.22%), best:    9767/10000 (97.67%), error:       906.27771, best error:       785.77789 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 60.8064765930s, input_fired_time: 0.8882573843, output_fired_time: 0.5987706780, propagate_forward_time: 17.4476909637, propagate_backward_time: 40.6389732361, weight_update_time: 0.0615771711, other_time: 1.2327842712
epoch time: 3.7780358791s, input_fired_time: 0.0899070725, output_fired_time: 0.0000000000, propagate_forward_time: 3.4750447273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2130839825
validation[          , genome  6816] predictions:    9735/  10000 (97.35%), best:    9767/10000 (97.67%), error:       875.55377, best error:       785.77789 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 60.9237709045s, input_fired_time: 0.8732911944, output_fired_time: 0.6017412543, propagate_forward_time: 17.4485893250, propagate_backward_time: 40.7572135925, weight_update_time: 0.0620348230, other_time: 1.2429351807
epoch time: 3.7805902958s, input_fired_time: 0.0893959850, output_fired_time: 0.0000000000, propagate_forward_time: 3.4785325527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2126617432
validation[          , genome  6816] predictions:    9707/  10000 (97.07%), best:    9767/10000 (97.67%), error:       961.75403, best error:       785.77789 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 60.7925300598s, input_fired_time: 0.8680507541, output_fired_time: 0.5991973281, propagate_forward_time: 17.4515037537, propagate_backward_time: 40.6385078430, weight_update_time: 0.0614755861, other_time: 1.2352714539
epoch time: 3.7794735432s, input_fired_time: 0.0880279392, output_fired_time: 0.0000000000, propagate_forward_time: 3.4801893234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2112562656
validation[          , genome  6816] predictions:    9603/  10000 (96.03%), best:    9767/10000 (97.67%), error:      1263.50952, best error:       785.77789 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 60.7933692932s, input_fired_time: 0.8681396246, output_fired_time: 0.5989108682, propagate_forward_time: 17.4317111969, propagate_backward_time: 40.6535644531, weight_update_time: 0.0622301623, other_time: 1.2410430908
epoch time: 3.7793884277s, input_fired_time: 0.0890402049, output_fired_time: 0.0000000000, propagate_forward_time: 3.4791493416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2111988068
validation[          , genome  6816] predictions:    9648/  10000 (96.48%), best:    9767/10000 (97.67%), error:      1196.01770, best error:       785.77789 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 60.8053817749s, input_fired_time: 0.8712852597, output_fired_time: 0.5990614891, propagate_forward_time: 17.4723625183, propagate_backward_time: 40.6264610291, weight_update_time: 0.0620096102, other_time: 1.2362136841
epoch time: 3.7822325230s, input_fired_time: 0.0907438323, output_fired_time: 0.0000000000, propagate_forward_time: 3.4801087379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2113800049
validation[          , genome  6816] predictions:    9659/  10000 (96.59%), best:    9767/10000 (97.67%), error:      1087.37878, best error:       785.77789 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 60.7128715515s, input_fired_time: 0.8740012050, output_fired_time: 0.5988504887, propagate_forward_time: 17.4029846191, propagate_backward_time: 40.5899353027, weight_update_time: 0.0621552765, other_time: 1.2471008301
epoch time: 3.7746932507s, input_fired_time: 0.0901471674, output_fired_time: 0.0000000000, propagate_forward_time: 3.4712016582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2133443356
validation[          , genome  6816] predictions:    9729/  10000 (97.29%), best:    9767/10000 (97.67%), error:       871.43335, best error:       785.77789 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 60.9826507568s, input_fired_time: 0.8746283054, output_fired_time: 0.5997171998, propagate_forward_time: 17.4358253479, propagate_backward_time: 40.8288459778, weight_update_time: 0.0622169748, other_time: 1.2436332703
epoch time: 3.7743527889s, input_fired_time: 0.0907784551, output_fired_time: 0.0000000000, propagate_forward_time: 3.4720993042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2114751339
validation[          , genome  6816] predictions:    9700/  10000 (97.00%), best:    9767/10000 (97.67%), error:       986.25702, best error:       785.77789 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 60.6639251709s, input_fired_time: 0.8769734502, output_fired_time: 0.5988103151, propagate_forward_time: 17.4224262238, propagate_backward_time: 40.5255470276, weight_update_time: 0.0619510487, other_time: 1.2401695251
epoch time: 3.7793691158s, input_fired_time: 0.0912715122, output_fired_time: 0.0000000000, propagate_forward_time: 3.4775123596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2105853558
validation[          , genome  6816] predictions:    9697/  10000 (96.97%), best:    9767/10000 (97.67%), error:      1046.06226, best error:       785.77789 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 60.9343795776s, input_fired_time: 0.8815113306, output_fired_time: 0.5999860764, propagate_forward_time: 17.5734004974, propagate_backward_time: 40.6379508972, weight_update_time: 0.0616273582, other_time: 1.2415275574
epoch time: 3.7962548733s, input_fired_time: 0.0914707258, output_fired_time: 0.0000000000, propagate_forward_time: 3.4939608574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2108232975
validation[          , genome  6816] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       860.59735, best error:       785.77789 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 60.8518562317s, input_fired_time: 0.8784781098, output_fired_time: 0.6012041569, propagate_forward_time: 17.4567775726, propagate_backward_time: 40.6749267578, weight_update_time: 0.0621562563, other_time: 1.2404708862
epoch time: 3.8285319805s, input_fired_time: 0.0921551734, output_fired_time: 0.0000000000, propagate_forward_time: 3.5200457573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2163310051
validation[          , genome  6816] predictions:    9710/  10000 (97.10%), best:    9767/10000 (97.67%), error:      1003.19403, best error:       785.77789 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 60.7874641418s, input_fired_time: 0.9231404066, output_fired_time: 0.5999889970, propagate_forward_time: 17.4674453735, propagate_backward_time: 40.5607795715, weight_update_time: 0.0616528951, other_time: 1.2361068726
epoch time: 3.7922656536s, input_fired_time: 0.0917158872, output_fired_time: 0.0000000000, propagate_forward_time: 3.4850685596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2154812813
validation[          , genome  6816] predictions:    9714/  10000 (97.14%), best:    9767/10000 (97.67%), error:       929.61725, best error:       785.77789 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 60.7117843628s, input_fired_time: 0.8956637979, output_fired_time: 0.5987917781, propagate_forward_time: 17.4417743683, propagate_backward_time: 40.5406532288, weight_update_time: 0.0620045252, other_time: 1.2348976135
epoch time: 3.7993078232s, input_fired_time: 0.0918580219, output_fired_time: 0.0000000000, propagate_forward_time: 3.4973640442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2100858688
validation[          , genome  6816] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       862.89923, best error:       785.77789 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 60.7724990845s, input_fired_time: 0.8847765923, output_fired_time: 0.5996825099, propagate_forward_time: 17.4618988037, propagate_backward_time: 40.5843124390, weight_update_time: 0.0616075322, other_time: 1.2418289185
epoch time: 3.7887442112s, input_fired_time: 0.0928516760, output_fired_time: 0.0000000000, propagate_forward_time: 3.4839103222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2119822502
validation[          , genome  6816] predictions:    9730/  10000 (97.30%), best:    9767/10000 (97.67%), error:       889.54865, best error:       785.77789 on epoch:    31, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 60.7586212158s, input_fired_time: 0.8851569295, output_fired_time: 0.5992740393, propagate_forward_time: 17.4102401733, propagate_backward_time: 40.6250877380, weight_update_time: 0.0621922426, other_time: 1.2388610840
epoch time: 3.7852182388s, input_fired_time: 0.0926332548, output_fired_time: 0.0000000000, propagate_forward_time: 3.4803276062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2122573853
validation[          , genome  6816] predictions:    9698/  10000 (96.98%), best:    9767/10000 (97.67%), error:       963.32489, best error:       785.77789 on epoch:    31, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 60.8048362732s, input_fired_time: 0.8933222294, output_fired_time: 0.6051159501, propagate_forward_time: 17.4277267456, propagate_backward_time: 40.6367759705, weight_update_time: 0.0618304573, other_time: 1.2418937683
epoch time: 3.7900865078s, input_fired_time: 0.0921704918, output_fired_time: 0.0000000000, propagate_forward_time: 3.4879727364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2099432945
validation[          , genome  6816] predictions:    9710/  10000 (97.10%), best:    9767/10000 (97.67%), error:       972.33887, best error:       785.77789 on epoch:    31, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 60.9105606079s, input_fired_time: 0.8876374960, output_fired_time: 0.6013511419, propagate_forward_time: 17.5140151978, propagate_backward_time: 40.6745414734, weight_update_time: 0.0620882511, other_time: 1.2330131531
epoch time: 3.7764594555s, input_fired_time: 0.0926217809, output_fired_time: 0.0000000000, propagate_forward_time: 3.4695904255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2142472267
validation[          , genome  6816] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       829.77264, best error:       785.77789 on epoch:    31, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 60.7650108337s, input_fired_time: 0.8891173601, output_fired_time: 0.6019276381, propagate_forward_time: 17.4320068359, propagate_backward_time: 40.6051445007, weight_update_time: 0.0613010824, other_time: 1.2368125916
epoch time: 3.7883975506s, input_fired_time: 0.0927278623, output_fired_time: 0.0000000000, propagate_forward_time: 3.4779250622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2177445889
validation[          , genome  6816] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       881.13043, best error:       785.77789 on epoch:    31, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 60.7686538696s, input_fired_time: 0.8918519616, output_fired_time: 0.5982849598, propagate_forward_time: 17.4269943237, propagate_backward_time: 40.6098747253, weight_update_time: 0.0620705858, other_time: 1.2416458130
epoch time: 3.9182915688s, input_fired_time: 0.0939889699, output_fired_time: 0.0000000000, propagate_forward_time: 3.6024508476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2218518257
validation[          , genome  6816] predictions:    9717/  10000 (97.17%), best:    9767/10000 (97.67%), error:       893.56555, best error:       785.77789 on epoch:    31, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 60.7336196899s, input_fired_time: 0.8880479336, output_fired_time: 0.5989121199, propagate_forward_time: 17.4406604767, propagate_backward_time: 40.5737991333, weight_update_time: 0.0617277771, other_time: 1.2322006226
epoch time: 3.7894742489s, input_fired_time: 0.0922206938, output_fired_time: 0.0000000000, propagate_forward_time: 3.4805319309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2167215347
validation[          , genome  6816] predictions:    9730/  10000 (97.30%), best:    9767/10000 (97.67%), error:       909.87750, best error:       785.77789 on epoch:    31, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 60.7647018433s, input_fired_time: 0.8890987635, output_fired_time: 0.5992230177, propagate_forward_time: 17.4091358185, propagate_backward_time: 40.6290168762, weight_update_time: 0.0618950464, other_time: 1.2382240295
epoch time: 3.7848644257s, input_fired_time: 0.0936824754, output_fired_time: 0.0000000000, propagate_forward_time: 3.4786338806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2125480175
validation[          , genome  6816] predictions:    9696/  10000 (96.96%), best:    9767/10000 (97.67%), error:      1020.43604, best error:       785.77789 on epoch:    31, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 60.7348060608s, input_fired_time: 0.8922551274, output_fired_time: 0.6198500395, propagate_forward_time: 17.4133682251, propagate_backward_time: 40.5729217529, weight_update_time: 0.0614727065, other_time: 1.2364120483
epoch time: 3.8776373863s, input_fired_time: 0.0936103538, output_fired_time: 0.0000000000, propagate_forward_time: 3.5567793846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2272477150
validation[          , genome  6816] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       861.45392, best error:       785.77789 on epoch:    31, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 60.7975006104s, input_fired_time: 0.8902645707, output_fired_time: 0.5996397734, propagate_forward_time: 17.4685726166, propagate_backward_time: 40.6032562256, weight_update_time: 0.0616012327, other_time: 1.2357635498
epoch time: 3.7870340347s, input_fired_time: 0.0938936621, output_fired_time: 0.0000000000, propagate_forward_time: 3.4824631214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2106771469
validation[          , genome  6816] predictions:    9707/  10000 (97.07%), best:    9767/10000 (97.67%), error:       951.74994, best error:       785.77789 on epoch:    31, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 60.9523963928s, input_fired_time: 0.8903017044, output_fired_time: 0.6032963991, propagate_forward_time: 17.4453449249, propagate_backward_time: 40.7696456909, weight_update_time: 0.0620519035, other_time: 1.2438049316
epoch time: 3.7883291245s, input_fired_time: 0.0947884917, output_fired_time: 0.0000000000, propagate_forward_time: 3.4823579788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2111825943
validation[          , genome  6816] predictions:    9742/  10000 (97.42%), best:    9767/10000 (97.67%), error:       890.28955, best error:       785.77789 on epoch:    31, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 60.7211799622s, input_fired_time: 0.8884931207, output_fired_time: 0.6008604169, propagate_forward_time: 17.4005146027, propagate_backward_time: 40.5925369263, weight_update_time: 0.0617686026, other_time: 1.2387771606
epoch time: 3.7830421925s, input_fired_time: 0.0926446468, output_fired_time: 0.0000000000, propagate_forward_time: 3.4753310680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2150664330
validation[          , genome  6816] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       871.75702, best error:       785.77789 on epoch:    31, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 61.2105751038s, input_fired_time: 0.8917247057, output_fired_time: 0.5997260213, propagate_forward_time: 17.5706386566, propagate_backward_time: 40.8942680359, weight_update_time: 0.0620314963, other_time: 1.2542152405
epoch time: 3.7863116264s, input_fired_time: 0.0931244940, output_fired_time: 0.0000000000, propagate_forward_time: 3.4813082218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2118790150
validation[          , genome  6816] predictions:    9734/  10000 (97.34%), best:    9767/10000 (97.67%), error:       922.50598, best error:       785.77789 on epoch:    31, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 60.8247261047s, input_fired_time: 0.8919075131, output_fired_time: 0.5996075273, propagate_forward_time: 17.4114437103, propagate_backward_time: 40.6771087646, weight_update_time: 0.0622012652, other_time: 1.2446594238
epoch time: 3.8137559891s, input_fired_time: 0.0951466858, output_fired_time: 0.0000000000, propagate_forward_time: 3.5060672760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2125420570
validation[          , genome  6816] predictions:    9736/  10000 (97.36%), best:    9767/10000 (97.67%), error:       876.55145, best error:       785.77789 on epoch:    31, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 60.7677154541s, input_fired_time: 0.8919473886, output_fired_time: 0.6068651676, propagate_forward_time: 17.4152221680, propagate_backward_time: 40.6137313843, weight_update_time: 0.0622617118, other_time: 1.2399482727
epoch time: 3.7732012272s, input_fired_time: 0.0945766792, output_fired_time: 0.0000000000, propagate_forward_time: 3.4660167694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2126078606
validation[          , genome  6816] predictions:    9742/  10000 (97.42%), best:    9767/10000 (97.67%), error:       856.01971, best error:       785.77789 on epoch:    31, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 60.7577705383s, input_fired_time: 0.8923918605, output_fired_time: 0.5999783874, propagate_forward_time: 17.4470062256, propagate_backward_time: 40.5824661255, weight_update_time: 0.0617869571, other_time: 1.2359275818
epoch time: 3.8990731239s, input_fired_time: 0.0944805145, output_fired_time: 0.0000000000, propagate_forward_time: 3.5917837620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2128088474
validation[          , genome  6816] predictions:    9718/  10000 (97.18%), best:    9767/10000 (97.67%), error:       882.53955, best error:       785.77789 on epoch:    31, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 60.8592453003s, input_fired_time: 0.8939107060, output_fired_time: 0.6023927927, propagate_forward_time: 17.4872703552, propagate_backward_time: 40.6355857849, weight_update_time: 0.0616538599, other_time: 1.2400856018
epoch time: 3.7907857895s, input_fired_time: 0.0942376852, output_fired_time: 0.0000000000, propagate_forward_time: 3.4841492176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2123987675
validation[          , genome  6816] predictions:    9760/  10000 (97.60%), best:    9767/10000 (97.67%), error:       829.91888, best error:       785.77789 on epoch:    31, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 60.8551177979s, input_fired_time: 0.8954921365, output_fired_time: 0.5995678902, propagate_forward_time: 17.4294681549, propagate_backward_time: 40.6977272034, weight_update_time: 0.0622989535, other_time: 1.2328605652
epoch time: 3.7975697517s, input_fired_time: 0.0951490551, output_fired_time: 0.0000000000, propagate_forward_time: 3.4927558899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2096648216
validation[          , genome  6816] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       854.69995, best error:       785.77789 on epoch:    31, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 60.7144126892s, input_fired_time: 0.8935801983, output_fired_time: 0.6000690460, propagate_forward_time: 17.4241790771, propagate_backward_time: 40.5595664978, weight_update_time: 0.0619773492, other_time: 1.2370185852
epoch time: 3.8701705933s, input_fired_time: 0.0959068164, output_fired_time: 0.0000000000, propagate_forward_time: 3.5557324886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2185313702
validation[          , genome  6816] predictions:    9687/  10000 (96.87%), best:    9767/10000 (97.67%), error:      1009.64935, best error:       785.77789 on epoch:    31, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 60.7779388428s, input_fired_time: 0.8990477920, output_fired_time: 0.6108481884, propagate_forward_time: 17.4317398071, propagate_backward_time: 40.5936546326, weight_update_time: 0.0617154166, other_time: 1.2426490784
epoch time: 3.7864284515s, input_fired_time: 0.0943359807, output_fired_time: 0.0000000000, propagate_forward_time: 3.4805939198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2114984989
validation[          , genome  6816] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       829.92651, best error:       785.77789 on epoch:    31, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 60.8952445984s, input_fired_time: 0.8950631022, output_fired_time: 0.5998308659, propagate_forward_time: 17.4902534485, propagate_backward_time: 40.6693496704, weight_update_time: 0.0617935210, other_time: 1.2407493591
epoch time: 3.7872142792s, input_fired_time: 0.0954519436, output_fired_time: 0.0000000000, propagate_forward_time: 3.4812078476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2105545998
validation[          , genome  6816] predictions:    9666/  10000 (96.66%), best:    9767/10000 (97.67%), error:      1103.89465, best error:       785.77789 on epoch:    31, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 60.6901359558s, input_fired_time: 0.9023552537, output_fired_time: 0.6005562544, propagate_forward_time: 17.4025650024, propagate_backward_time: 40.5502395630, weight_update_time: 0.0620329678, other_time: 1.2344207764
epoch time: 3.8484120369s, input_fired_time: 0.0938333198, output_fired_time: 0.0000000000, propagate_forward_time: 3.5267200470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2278587818
validation[          , genome  6816] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       867.48663, best error:       785.77789 on epoch:    31, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 62.5199317932s, input_fired_time: 0.9441722035, output_fired_time: 0.6157976389, propagate_forward_time: 18.0936183929, propagate_backward_time: 41.5717658997, weight_update_time: 0.0621213838, other_time: 1.2945747375
epoch time: 3.8190805912s, input_fired_time: 0.0956166089, output_fired_time: 0.0000000000, propagate_forward_time: 3.5116446018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2118194103
validation[          , genome  6816] predictions:    9739/  10000 (97.39%), best:    9767/10000 (97.67%), error:       866.52856, best error:       785.77789 on epoch:    31, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 60.8644790649s, input_fired_time: 0.8987512589, output_fired_time: 0.5997381210, propagate_forward_time: 17.4942035675, propagate_backward_time: 40.6343917847, weight_update_time: 0.0627479181, other_time: 1.2373962402
epoch time: 3.8014442921s, input_fired_time: 0.0946346596, output_fired_time: 0.0000000000, propagate_forward_time: 3.4963381290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2104713917
validation[          , genome  6816] predictions:    9708/  10000 (97.08%), best:    9767/10000 (97.67%), error:       917.79169, best error:       785.77789 on epoch:    31, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 60.8627738953s, input_fired_time: 0.8967301846, output_fired_time: 0.6057632565, propagate_forward_time: 17.4387035370, propagate_backward_time: 40.6819190979, weight_update_time: 0.0618110262, other_time: 1.2396583557
epoch time: 3.7925131321s, input_fired_time: 0.0957863629, output_fired_time: 0.0000000000, propagate_forward_time: 3.4846227169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2121040821
validation[          , genome  6816] predictions:    9728/  10000 (97.28%), best:    9767/10000 (97.67%), error:       877.68665, best error:       785.77789 on epoch:    31, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 60.7932510376s, input_fired_time: 0.8968997598, output_fired_time: 0.5995556116, propagate_forward_time: 17.4050540924, propagate_backward_time: 40.6588134766, weight_update_time: 0.0618331619, other_time: 1.2329254150
epoch time: 3.7712876797s, input_fired_time: 0.0934054628, output_fired_time: 0.0000000000, propagate_forward_time: 3.4675588608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2103233337
validation[          , genome  6816] predictions:    9718/  10000 (97.18%), best:    9767/10000 (97.67%), error:       960.20044, best error:       785.77789 on epoch:    31, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 60.8193168640s, input_fired_time: 0.8990617394, output_fired_time: 0.5994315147, propagate_forward_time: 17.4322414398, propagate_backward_time: 40.6369590759, weight_update_time: 0.0622598864, other_time: 1.2516212463
epoch time: 3.7718482018s, input_fired_time: 0.0940153673, output_fired_time: 0.0000000000, propagate_forward_time: 3.4689784050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2088544369
validation[          , genome  6816] predictions:    9746/  10000 (97.46%), best:    9767/10000 (97.67%), error:       868.45947, best error:       785.77789 on epoch:    31, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 61.7481346130s, input_fired_time: 0.9121100903, output_fired_time: 0.6055607200, propagate_forward_time: 17.7558994293, propagate_backward_time: 41.1804847717, weight_update_time: 0.0622862391, other_time: 1.2940788269
epoch time: 3.7979245186s, input_fired_time: 0.0943443924, output_fired_time: 0.0000000000, propagate_forward_time: 3.4865634441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2170166969
validation[          , genome  6816] predictions:    9754/  10000 (97.54%), best:    9767/10000 (97.67%), error:       823.53827, best error:       785.77789 on epoch:    31, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 60.8480834961s, input_fired_time: 0.8978011012, output_fired_time: 0.6039597988, propagate_forward_time: 17.4791069031, propagate_backward_time: 40.6120109558, weight_update_time: 0.0625357181, other_time: 1.2552070618
epoch time: 3.9006154537s, input_fired_time: 0.0952500179, output_fired_time: 0.0000000000, propagate_forward_time: 3.5847833157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2205820084
validation[          , genome  6816] predictions:    9734/  10000 (97.34%), best:    9767/10000 (97.67%), error:       874.97577, best error:       785.77789 on epoch:    31, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 60.8250885010s, input_fired_time: 0.8993136883, output_fired_time: 0.6020128131, propagate_forward_time: 17.4131546021, propagate_backward_time: 40.6456565857, weight_update_time: 0.0627291724, other_time: 1.2649497986
epoch time: 3.7985360622s, input_fired_time: 0.0953593925, output_fired_time: 0.0000000000, propagate_forward_time: 3.4885179996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2146587372
validation[          , genome  6816] predictions:    9693/  10000 (96.93%), best:    9767/10000 (97.67%), error:      1019.21790, best error:       785.77789 on epoch:    31, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 60.9185867310s, input_fired_time: 0.8998061419, output_fired_time: 0.6041449308, propagate_forward_time: 17.4510173798, propagate_backward_time: 40.7000274658, weight_update_time: 0.0632532611, other_time: 1.2635879517
epoch time: 3.8171868324s, input_fired_time: 0.0957620442, output_fired_time: 0.0000000000, propagate_forward_time: 3.4986190796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2228057384
validation[          , genome  6816] predictions:    9762/  10000 (97.62%), best:    9767/10000 (97.67%), error:       855.21252, best error:       785.77789 on epoch:    31, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 60.9745063782s, input_fired_time: 0.8991272449, output_fired_time: 0.6055173278, propagate_forward_time: 17.5067653656, propagate_backward_time: 40.7026710510, weight_update_time: 0.0625213012, other_time: 1.2604255676
epoch time: 3.7967863083s, input_fired_time: 0.0962458029, output_fired_time: 0.0000000000, propagate_forward_time: 3.4829998016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2175407410
validation[          , genome  6816] predictions:    9750/  10000 (97.50%), best:    9767/10000 (97.67%), error:       830.68103, best error:       785.77789 on epoch:    31, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 60.9449577332s, input_fired_time: 0.9040372372, output_fired_time: 0.6033465862, propagate_forward_time: 17.4944553375, propagate_backward_time: 40.6755905151, weight_update_time: 0.0629104003, other_time: 1.2675247192
epoch time: 3.7953968048s, input_fired_time: 0.0954501256, output_fired_time: 0.0000000000, propagate_forward_time: 3.4845511913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2153954506
validation[          , genome  6816] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       788.11206, best error:       785.77789 on epoch:    31, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 60.8885726929s, input_fired_time: 0.9005696774, output_fired_time: 0.6030767560, propagate_forward_time: 17.4437236786, propagate_backward_time: 40.6775817871, weight_update_time: 0.0629659593, other_time: 1.2636184692
epoch time: 3.7994055748s, input_fired_time: 0.0980549008, output_fired_time: 0.0000000000, propagate_forward_time: 3.4824931622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2188575268
validation[          , genome  6816] predictions:    9697/  10000 (96.97%), best:    9767/10000 (97.67%), error:      1026.84399, best error:       785.77789 on epoch:    31, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 60.8182983398s, input_fired_time: 0.8991054296, output_fired_time: 0.6019206047, propagate_forward_time: 17.4244823456, propagate_backward_time: 40.6285438538, weight_update_time: 0.0627136081, other_time: 1.2642478943
epoch time: 3.7943170071s, input_fired_time: 0.0955967829, output_fired_time: 0.0000000000, propagate_forward_time: 3.4806544781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2180657387
validation[          , genome  6816] predictions:    9714/  10000 (97.14%), best:    9767/10000 (97.67%), error:       930.79681, best error:       785.77789 on epoch:    31, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 60.9888038635s, input_fired_time: 0.9012054801, output_fired_time: 0.6051789522, propagate_forward_time: 17.5268764496, propagate_backward_time: 40.6948280334, weight_update_time: 0.0633721501, other_time: 1.2607154846
epoch time: 3.7974541187s, input_fired_time: 0.0975840837, output_fired_time: 0.0000000000, propagate_forward_time: 3.4801621437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2197079659
validation[          , genome  6816] predictions:    9733/  10000 (97.33%), best:    9767/10000 (97.67%), error:       873.46222, best error:       785.77789 on epoch:    31, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 60.8341598511s, input_fired_time: 0.9026017189, output_fired_time: 0.6029326916, propagate_forward_time: 17.4669761658, propagate_backward_time: 40.5919189453, weight_update_time: 0.0626282915, other_time: 1.2697296143
epoch time: 3.8183155060s, input_fired_time: 0.0976940393, output_fired_time: 0.0000000000, propagate_forward_time: 3.5020000935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2186214924
validation[          , genome  6816] predictions:    9685/  10000 (96.85%), best:    9767/10000 (97.67%), error:      1051.26672, best error:       785.77789 on epoch:    31, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 60.9977264404s, input_fired_time: 0.9200509191, output_fired_time: 0.6037559509, propagate_forward_time: 17.5496444702, propagate_backward_time: 40.6319541931, weight_update_time: 0.0627240464, other_time: 1.2923202515
epoch time: 3.8020582199s, input_fired_time: 0.0955622345, output_fired_time: 0.0000000000, propagate_forward_time: 3.4902060032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2162899971
validation[          , genome  6816] predictions:    9730/  10000 (97.30%), best:    9767/10000 (97.67%), error:       865.01416, best error:       785.77789 on epoch:    31, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 60.8538703918s, input_fired_time: 0.9024701118, output_fired_time: 0.6034759283, propagate_forward_time: 17.4373092651, propagate_backward_time: 40.6452827454, weight_update_time: 0.0629866645, other_time: 1.2653312683
epoch time: 3.8079979420s, input_fired_time: 0.0970371962, output_fired_time: 0.0000000000, propagate_forward_time: 3.4961204529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2148404121
validation[          , genome  6816] predictions:    9715/  10000 (97.15%), best:    9767/10000 (97.67%), error:       915.50928, best error:       785.77789 on epoch:    31, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 60.7727928162s, input_fired_time: 0.9045206904, output_fired_time: 0.6111933589, propagate_forward_time: 17.4832401276, propagate_backward_time: 40.5049743652, weight_update_time: 0.0633952990, other_time: 1.2688598633
epoch time: 3.7926142216s, input_fired_time: 0.0961226076, output_fired_time: 0.0000000000, propagate_forward_time: 3.4820895195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2144021988
validation[          , genome  6816] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       832.19537, best error:       785.77789 on epoch:    31, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 60.9320068359s, input_fired_time: 0.9035217166, output_fired_time: 0.6023823023, propagate_forward_time: 17.4783573151, propagate_backward_time: 40.6902999878, weight_update_time: 0.0625245646, other_time: 1.2574462891
epoch time: 3.8132128716s, input_fired_time: 0.0970206782, output_fired_time: 0.0000000000, propagate_forward_time: 3.5022144318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2139778137
validation[          , genome  6816] predictions:    9696/  10000 (96.96%), best:    9767/10000 (97.67%), error:      1015.69049, best error:       785.77789 on epoch:    31, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 60.8621749878s, input_fired_time: 0.9066829681, output_fired_time: 0.6096778512, propagate_forward_time: 17.4528713226, propagate_backward_time: 40.6394309998, weight_update_time: 0.0626994669, other_time: 1.2535133362
epoch time: 3.7800819874s, input_fired_time: 0.0954906940, output_fired_time: 0.0000000000, propagate_forward_time: 3.4704458714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2141454220
validation[          , genome  6816] predictions:    9719/  10000 (97.19%), best:    9767/10000 (97.67%), error:       940.22449, best error:       785.77789 on epoch:    31, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 60.8131790161s, input_fired_time: 0.9025070071, output_fired_time: 0.6011697054, propagate_forward_time: 17.4382190704, propagate_backward_time: 40.6194496155, weight_update_time: 0.0623415932, other_time: 1.2518348694
epoch time: 3.7957711220s, input_fired_time: 0.0953437835, output_fired_time: 0.0000000000, propagate_forward_time: 3.4846198559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2158074379
validation[          , genome  6816] predictions:    9679/  10000 (96.79%), best:    9767/10000 (97.67%), error:      1089.68665, best error:       785.77789 on epoch:    31, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 61.0035247803s, input_fired_time: 0.9081744552, output_fired_time: 0.6054368019, propagate_forward_time: 17.4663181305, propagate_backward_time: 40.7544555664, weight_update_time: 0.0628070608, other_time: 1.2691421509
epoch time: 3.7831590176s, input_fired_time: 0.0955423787, output_fired_time: 0.0000000000, propagate_forward_time: 3.4742369652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2133796215
validation[          , genome  6816] predictions:    9724/  10000 (97.24%), best:    9767/10000 (97.67%), error:       899.27533, best error:       785.77789 on epoch:    31, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 60.8297653198s, input_fired_time: 0.9025489092, output_fired_time: 0.6039521098, propagate_forward_time: 17.4564609528, propagate_backward_time: 40.6128997803, weight_update_time: 0.0627261996, other_time: 1.2539062500
epoch time: 3.8077528477s, input_fired_time: 0.0978908315, output_fired_time: 0.0000000000, propagate_forward_time: 3.4951827526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2146792412
validation[          , genome  6816] predictions:    9722/  10000 (97.22%), best:    9767/10000 (97.67%), error:       882.52026, best error:       785.77789 on epoch:    31, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 61.0154304504s, input_fired_time: 0.9220272303, output_fired_time: 0.6101018786, propagate_forward_time: 17.5179786682, propagate_backward_time: 40.7134933472, weight_update_time: 0.0626528636, other_time: 1.2518272400
epoch time: 3.7907874584s, input_fired_time: 0.0957433805, output_fired_time: 0.0000000000, propagate_forward_time: 3.4795513153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2154927254
validation[          , genome  6816] predictions:    9729/  10000 (97.29%), best:    9767/10000 (97.67%), error:       870.38226, best error:       785.77789 on epoch:    31, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 60.6806335449s, input_fired_time: 0.9021015763, output_fired_time: 0.6022297144, propagate_forward_time: 17.4589004517, propagate_backward_time: 40.4514961243, weight_update_time: 0.0621781275, other_time: 1.2659034729
epoch time: 3.8152096272s, input_fired_time: 0.0970693380, output_fired_time: 0.0000000000, propagate_forward_time: 3.5013144016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2168259621
validation[          , genome  6816] predictions:    9732/  10000 (97.32%), best:    9767/10000 (97.67%), error:       881.57916, best error:       785.77789 on epoch:    31, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 60.9066772461s, input_fired_time: 0.9110833406, output_fired_time: 0.6037395597, propagate_forward_time: 17.4781341553, propagate_backward_time: 40.6477622986, weight_update_time: 0.0629597008, other_time: 1.2659568787
epoch time: 3.8027901649s, input_fired_time: 0.0967914239, output_fired_time: 0.0000000000, propagate_forward_time: 3.4877719879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2182266712
validation[          , genome  6816] predictions:    9719/  10000 (97.19%), best:    9767/10000 (97.67%), error:       880.54443, best error:       785.77789 on epoch:    31, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 60.8921470642s, input_fired_time: 0.9086292982, output_fired_time: 0.6033558249, propagate_forward_time: 17.4598522186, propagate_backward_time: 40.6484832764, weight_update_time: 0.0629801080, other_time: 1.2718276978
epoch time: 3.9131281376s, input_fired_time: 0.1004123837, output_fired_time: 0.0000000000, propagate_forward_time: 3.5865104198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2262053490
validation[          , genome  6816] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       879.82849, best error:       785.77789 on epoch:    31, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 60.9363212585s, input_fired_time: 0.9092142582, output_fired_time: 0.6029331684, propagate_forward_time: 17.4613876343, propagate_backward_time: 40.6939353943, weight_update_time: 0.0631927997, other_time: 1.2688522339
epoch time: 3.7984223366s, input_fired_time: 0.0965597555, output_fired_time: 0.0000000000, propagate_forward_time: 3.4830980301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2187645435
validation[          , genome  6816] predictions:    9661/  10000 (96.61%), best:    9767/10000 (97.67%), error:      1132.24585, best error:       785.77789 on epoch:    31, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 60.8379936218s, input_fired_time: 0.9110825062, output_fired_time: 0.6029217839, propagate_forward_time: 17.4940700531, propagate_backward_time: 40.5575904846, weight_update_time: 0.0640206262, other_time: 1.2723274231
epoch time: 3.8088219166s, input_fired_time: 0.0980756357, output_fired_time: 0.0000000000, propagate_forward_time: 3.4931018353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2176444530
validation[          , genome  6816] predictions:    9729/  10000 (97.29%), best:    9767/10000 (97.67%), error:       884.84735, best error:       785.77789 on epoch:    31, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 60.8846321106s, input_fired_time: 0.9085397124, output_fired_time: 0.6033132076, propagate_forward_time: 17.5171623230, propagate_backward_time: 40.5881195068, weight_update_time: 0.0630131885, other_time: 1.2674980164
epoch time: 3.7974247932s, input_fired_time: 0.0967181399, output_fired_time: 0.0000000000, propagate_forward_time: 3.4814946651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2192120552
validation[          , genome  6816] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       858.31897, best error:       785.77789 on epoch:    31, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 60.8908271790s, input_fired_time: 0.9097896218, output_fired_time: 0.6036282182, propagate_forward_time: 17.4312915802, propagate_backward_time: 40.6702957153, weight_update_time: 0.0633750781, other_time: 1.2758178711
epoch time: 3.7967975140s, input_fired_time: 0.0976297930, output_fired_time: 0.0000000000, propagate_forward_time: 3.4816355705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2175321579
validation[          , genome  6816] predictions:    9753/  10000 (97.53%), best:    9767/10000 (97.67%), error:       819.77106, best error:       785.77789 on epoch:    31, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 61.0267410278s, input_fired_time: 0.9096206427, output_fired_time: 0.6023976207, propagate_forward_time: 17.4321174622, propagate_backward_time: 40.8068428040, weight_update_time: 0.0645644367, other_time: 1.2757606506
epoch time: 3.8030648232s, input_fired_time: 0.1001912430, output_fired_time: 0.0000000000, propagate_forward_time: 3.4848389626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2180345058
validation[          , genome  6816] predictions:    9679/  10000 (96.79%), best:    9767/10000 (97.67%), error:      1035.75366, best error:       785.77789 on epoch:    31, 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: 19.0291118622s, input_fired_time: 0.4561408758, output_fired_time: 0.0000000000, propagate_forward_time: 17.4327850342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1401863098
best training[          , genome  6816] predictions:   49350/  50000 (98.70%), best:    9767/10000 (97.67%), error:      2235.37402, best error:       785.77789 on epoch:    31, 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: 3.7808513641s, input_fired_time: 0.0895513296, output_fired_time: 0.0000000000, propagate_forward_time: 3.4705486298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2207512856
   testing[          , genome  6816] predictions:    9793/  10000 (97.93%), best:    9767/10000 (97.67%), error:       699.63379, best error:       785.77789 on epoch:    31, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:12:57 (2124): called boinc_finish(0)

</stderr_txt>
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