Nameexact_genome_1512568488_43_1450_1
Workunit2578556
Created6 Dec 2017, 19:30:39 UTC
Sent6 Dec 2017, 19:35:57 UTC
Report deadline9 Dec 2017, 18:43:22 UTC
Received6 Dec 2017, 21:12:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 36 min 10 sec
CPU time1 hours 36 min 6 sec
Validate stateValid
Credit740.87
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.64 MB
Peak swap size150.49 MB
Peak disk usage0.88 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 52.9599304199s, input_fired_time: 0.4297013581, output_fired_time: 0.3090394437, propagate_forward_time: 20.4447631836, propagate_backward_time: 29.7173233032, weight_update_time: 0.0873842463, other_time: 2.0591011047
epoch time: 4.5156025887s, input_fired_time: 0.0469662882, output_fired_time: 0.0000000000, propagate_forward_time: 4.0886125565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800239563
validation[          , genome  1450] predictions:    9208/  10000 (92.08%), best:    9216/10000 (92.16%), error:      2744.23169, best error:      2680.32324 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 52.9640235901s, input_fired_time: 0.4285910130, output_fired_time: 0.3096256554, propagate_forward_time: 20.4463462830, propagate_backward_time: 29.7178649902, weight_update_time: 0.0876912698, other_time: 2.0615921021
epoch time: 4.5145068169s, input_fired_time: 0.0470569134, output_fired_time: 0.0000000000, propagate_forward_time: 4.0887813568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786687851
validation[          , genome  1450] predictions:    9206/  10000 (92.06%), best:    9206/10000 (92.06%), error:      2668.65527, best error:      2668.65527 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 52.9720077515s, input_fired_time: 0.4299598634, output_fired_time: 0.3098360598, propagate_forward_time: 20.4527263641, propagate_backward_time: 29.7194194794, weight_update_time: 0.0874890685, other_time: 2.0600662231
epoch time: 4.5141806602s, input_fired_time: 0.0468579866, output_fired_time: 0.0000000000, propagate_forward_time: 4.0893611908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779616356
validation[          , genome  1450] predictions:    9240/  10000 (92.40%), best:    9240/10000 (92.40%), error:      2637.24976, best error:      2637.24976 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 52.9222717285s, input_fired_time: 0.4279881418, output_fired_time: 0.3081969321, propagate_forward_time: 20.4416332245, propagate_backward_time: 29.6861457825, weight_update_time: 0.0873578712, other_time: 2.0583057404
epoch time: 4.5156807899s, input_fired_time: 0.0471113920, output_fired_time: 0.0000000000, propagate_forward_time: 4.0903549194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782143593
validation[          , genome  1450] predictions:    9255/  10000 (92.55%), best:    9255/10000 (92.55%), error:      2594.62085, best error:      2594.62085 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 52.9287872314s, input_fired_time: 0.4302181304, output_fired_time: 0.3085082173, propagate_forward_time: 20.4458770752, propagate_backward_time: 29.6883563995, weight_update_time: 0.0873823389, other_time: 2.0558261871
epoch time: 4.5154271126s, input_fired_time: 0.0472717062, output_fired_time: 0.0000000000, propagate_forward_time: 4.0901470184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780083656
validation[          , genome  1450] predictions:    9237/  10000 (92.37%), best:    9255/10000 (92.55%), error:      2631.89038, best error:      2594.62085 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 52.8515052795s, input_fired_time: 0.4289173484, output_fired_time: 0.3100622296, propagate_forward_time: 20.4536952972, propagate_backward_time: 29.6098175049, weight_update_time: 0.0875152349, other_time: 2.0490131378
epoch time: 4.5282478333s, input_fired_time: 0.0469850935, output_fired_time: 0.0000000000, propagate_forward_time: 4.1061120033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751506805
validation[          , genome  1450] predictions:    9222/  10000 (92.22%), best:    9255/10000 (92.55%), error:      2674.07397, best error:      2594.62085 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 52.8957633972s, input_fired_time: 0.4285459220, output_fired_time: 0.3081261516, propagate_forward_time: 20.5404033661, propagate_backward_time: 29.5805625916, weight_update_time: 0.0873558521, other_time: 2.0381259918
epoch time: 4.5327596664s, input_fired_time: 0.0473971367, output_fired_time: 0.0000000000, propagate_forward_time: 4.1156382561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697242737
validation[          , genome  1450] predictions:    9200/  10000 (92.00%), best:    9255/10000 (92.55%), error:      2663.88574, best error:      2594.62085 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 52.7065734863s, input_fired_time: 0.4248933792, output_fired_time: 0.2983377576, propagate_forward_time: 20.5399742126, propagate_backward_time: 29.4208793640, weight_update_time: 0.0865150839, other_time: 2.0224914551
epoch time: 4.5316615105s, input_fired_time: 0.0470306054, output_fired_time: 0.0000000000, propagate_forward_time: 4.1092391014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753919601
validation[          , genome  1450] predictions:    9202/  10000 (92.02%), best:    9255/10000 (92.55%), error:      2708.26758, best error:      2594.62085 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 53.0144424438s, input_fired_time: 0.4314312339, output_fired_time: 0.3123833239, propagate_forward_time: 20.5446243286, propagate_backward_time: 29.6790657043, weight_update_time: 0.0874900445, other_time: 2.0469398499
epoch time: 4.5265789032s, input_fired_time: 0.0470354743, output_fired_time: 0.0000000000, propagate_forward_time: 4.1030812263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764619827
validation[          , genome  1450] predictions:    9247/  10000 (92.47%), best:    9255/10000 (92.55%), error:      2612.82690, best error:      2594.62085 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 53.0039749146s, input_fired_time: 0.4309450984, output_fired_time: 0.3126040697, propagate_forward_time: 20.5417919159, propagate_backward_time: 29.6715507507, weight_update_time: 0.0875985771, other_time: 2.0470829010
epoch time: 4.5272774696s, input_fired_time: 0.0465957671, output_fired_time: 0.0000000000, propagate_forward_time: 4.1042046547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764772415
validation[          , genome  1450] predictions:    9233/  10000 (92.33%), best:    9255/10000 (92.55%), error:      2631.26440, best error:      2594.62085 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.3270988464s, input_fired_time: 0.4271901846, output_fired_time: 0.3062646091, propagate_forward_time: 20.2488689423, propagate_backward_time: 29.3093566895, weight_update_time: 0.0862780362, other_time: 2.0354213715
epoch time: 4.5051956177s, input_fired_time: 0.0469108634, output_fired_time: 0.0000000000, propagate_forward_time: 4.0806632042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776216507
validation[          , genome  1450] predictions:    9229/  10000 (92.29%), best:    9229/10000 (92.29%), error:      2588.59595, best error:      2588.59595 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 52.5142745972s, input_fired_time: 0.4268687665, output_fired_time: 0.3038397431, propagate_forward_time: 20.2103805542, propagate_backward_time: 29.5295791626, weight_update_time: 0.0868313760, other_time: 2.0436058044
epoch time: 4.4817309380s, input_fired_time: 0.0461727642, output_fired_time: 0.0000000000, propagate_forward_time: 4.0617041588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738541603
validation[          , genome  1450] predictions:    9256/  10000 (92.56%), best:    9256/10000 (92.56%), error:      2578.99194, best error:      2578.99194 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 52.3185157776s, input_fired_time: 0.4254468679, output_fired_time: 0.3041275144, propagate_forward_time: 20.2499504089, propagate_backward_time: 29.2793693542, weight_update_time: 0.0864243135, other_time: 2.0596237183
epoch time: 4.5150117874s, input_fired_time: 0.0468197949, output_fired_time: 0.0000000000, propagate_forward_time: 4.0926618576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755302429
validation[          , genome  1450] predictions:    9257/  10000 (92.57%), best:    9257/10000 (92.57%), error:      2560.43750, best error:      2560.43750 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 49.4827117920s, input_fired_time: 0.4120612741, output_fired_time: 0.2906898856, propagate_forward_time: 19.2038917542, propagate_backward_time: 27.6056194305, weight_update_time: 0.0813898221, other_time: 1.9704494476
epoch time: 4.5115594864s, input_fired_time: 0.0473188907, output_fired_time: 0.0000000000, propagate_forward_time: 4.0881447792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760957718
validation[          , genome  1450] predictions:    9263/  10000 (92.63%), best:    9263/10000 (92.63%), error:      2556.71045, best error:      2556.71045 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 52.5619430542s, input_fired_time: 0.4339042902, output_fired_time: 0.3087826371, propagate_forward_time: 20.3762626648, propagate_backward_time: 29.4091434479, weight_update_time: 0.0862035751, other_time: 2.0338497162
epoch time: 4.4929842949s, input_fired_time: 0.0473601781, output_fired_time: 0.0000000000, propagate_forward_time: 4.0732231140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724012375
validation[          , genome  1450] predictions:    9222/  10000 (92.22%), best:    9263/10000 (92.63%), error:      2622.56323, best error:      2556.71045 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 52.3046379089s, input_fired_time: 0.4285741448, output_fired_time: 0.3053510487, propagate_forward_time: 20.3846683502, propagate_backward_time: 29.1566562653, weight_update_time: 0.0859107003, other_time: 2.0293884277
epoch time: 4.5179896355s, input_fired_time: 0.0477734208, output_fired_time: 0.0000000000, propagate_forward_time: 4.0923638344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778524399
validation[          , genome  1450] predictions:    9264/  10000 (92.64%), best:    9264/10000 (92.64%), error:      2554.61572, best error:      2554.61572 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 52.2484436035s, input_fired_time: 0.4310722947, output_fired_time: 0.3083947301, propagate_forward_time: 20.2331714630, propagate_backward_time: 29.2466430664, weight_update_time: 0.0860419422, other_time: 2.0291614532
epoch time: 4.4107503891s, input_fired_time: 0.0466033742, output_fired_time: 0.0000000000, propagate_forward_time: 3.9957427979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684043884
validation[          , genome  1450] predictions:    9265/  10000 (92.65%), best:    9264/10000 (92.64%), error:      2565.40845, best error:      2554.61572 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 52.1653938293s, input_fired_time: 0.4292463958, output_fired_time: 0.3080056608, propagate_forward_time: 20.2049636841, propagate_backward_time: 29.1911983490, weight_update_time: 0.0860569626, other_time: 2.0319805145
epoch time: 4.4586806297s, input_fired_time: 0.0473714955, output_fired_time: 0.0000000000, propagate_forward_time: 4.0415129662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697962761
validation[          , genome  1450] predictions:    9236/  10000 (92.36%), best:    9264/10000 (92.64%), error:      2605.59839, best error:      2554.61572 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 52.1093330383s, input_fired_time: 0.4285831153, output_fired_time: 0.3058450818, propagate_forward_time: 20.2101764679, propagate_backward_time: 29.1348972321, weight_update_time: 0.0856254250, other_time: 2.0298347473
epoch time: 4.5023531914s, input_fired_time: 0.0479835458, output_fired_time: 0.0000000000, propagate_forward_time: 4.0781416893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762278557
validation[          , genome  1450] predictions:    9234/  10000 (92.34%), best:    9264/10000 (92.64%), error:      2597.24731, best error:      2554.61572 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 50.3180541992s, input_fired_time: 0.4181660712, output_fired_time: 0.3035512567, propagate_forward_time: 19.4802188873, propagate_backward_time: 28.1293754578, weight_update_time: 0.0829347149, other_time: 1.9867420197
epoch time: 4.5200228691s, input_fired_time: 0.0478418060, output_fired_time: 0.0000000000, propagate_forward_time: 4.0958027840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763780594
validation[          , genome  1450] predictions:    9245/  10000 (92.45%), best:    9264/10000 (92.64%), error:      2569.20703, best error:      2554.61572 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 51.5717849731s, input_fired_time: 0.4265000820, output_fired_time: 0.3034712672, propagate_forward_time: 20.0039672852, propagate_backward_time: 28.8179607391, weight_update_time: 0.0847337320, other_time: 2.0198879242
epoch time: 4.4110879898s, input_fired_time: 0.0469375998, output_fired_time: 0.0000000000, propagate_forward_time: 3.9929852486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711652756
validation[          , genome  1450] predictions:    9254/  10000 (92.54%), best:    9264/10000 (92.64%), error:      2607.38647, best error:      2554.61572 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 51.3943519592s, input_fired_time: 0.4254972935, output_fired_time: 0.3006899357, propagate_forward_time: 19.8852882385, propagate_backward_time: 28.7661132812, weight_update_time: 0.0845922455, other_time: 2.0167617798
epoch time: 4.5041627884s, input_fired_time: 0.0482544005, output_fired_time: 0.0000000000, propagate_forward_time: 4.0775985718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783097267
validation[          , genome  1450] predictions:    9279/  10000 (92.79%), best:    9279/10000 (92.79%), error:      2520.56592, best error:      2520.56592 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 51.7574882507s, input_fired_time: 0.4289914072, output_fired_time: 0.3014572561, propagate_forward_time: 20.0680503845, propagate_backward_time: 28.9396648407, weight_update_time: 0.0851521939, other_time: 2.0193233490
epoch time: 4.5138187408s, input_fired_time: 0.0482112952, output_fired_time: 0.0000000000, propagate_forward_time: 4.0967078209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688998222
validation[          , genome  1450] predictions:    9210/  10000 (92.10%), best:    9279/10000 (92.79%), error:      2620.78638, best error:      2520.56592 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.5904312134s, input_fired_time: 0.4330501556, output_fired_time: 0.3102798164, propagate_forward_time: 20.3585739136, propagate_backward_time: 29.4507160187, weight_update_time: 0.0872555748, other_time: 2.0378093719
epoch time: 4.4995312691s, input_fired_time: 0.0481913537, output_fired_time: 0.0000000000, propagate_forward_time: 4.0754647255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758749962
validation[          , genome  1450] predictions:    9246/  10000 (92.46%), best:    9279/10000 (92.79%), error:      2579.38232, best error:      2520.56592 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 52.7454986572s, input_fired_time: 0.4337349832, output_fired_time: 0.3098826110, propagate_forward_time: 20.4043312073, propagate_backward_time: 29.5451793671, weight_update_time: 0.0868498832, other_time: 2.0523700714
epoch time: 4.4968738556s, input_fired_time: 0.0475567766, output_fired_time: 0.0000000000, propagate_forward_time: 4.0740699768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752470016
validation[          , genome  1450] predictions:    9250/  10000 (92.50%), best:    9279/10000 (92.79%), error:      2566.96191, best error:      2520.56592 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 52.0881271362s, input_fired_time: 0.4308068454, output_fired_time: 0.3075347841, propagate_forward_time: 20.1778602600, propagate_backward_time: 29.1430416107, weight_update_time: 0.0862105936, other_time: 2.0288867950
epoch time: 4.5231156349s, input_fired_time: 0.0485597849, output_fired_time: 0.0000000000, propagate_forward_time: 4.0960226059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785333633
validation[          , genome  1450] predictions:    9251/  10000 (92.51%), best:    9279/10000 (92.79%), error:      2538.00464, best error:      2520.56592 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 52.8169288635s, input_fired_time: 0.4361920059, output_fired_time: 0.3072683811, propagate_forward_time: 20.4730396271, propagate_backward_time: 29.5467472076, weight_update_time: 0.0865857601, other_time: 2.0536804199
epoch time: 4.5204334259s, input_fired_time: 0.0485793576, output_fired_time: 0.0000000000, propagate_forward_time: 4.0929465294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789076805
validation[          , genome  1450] predictions:    9275/  10000 (92.75%), best:    9275/10000 (92.75%), error:      2501.10913, best error:      2501.10913 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 52.8674049377s, input_fired_time: 0.4333442152, output_fired_time: 0.3059002161, propagate_forward_time: 20.4762516022, propagate_backward_time: 29.5947475433, weight_update_time: 0.0865394920, other_time: 2.0571594238
epoch time: 4.4945354462s, input_fired_time: 0.0474559069, output_fired_time: 0.0000000000, propagate_forward_time: 4.0717492104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753304482
validation[          , genome  1450] predictions:    9248/  10000 (92.48%), best:    9275/10000 (92.75%), error:      2525.84033, best error:      2501.10913 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 52.4539222717s, input_fired_time: 0.4313697815, output_fired_time: 0.3047484457, propagate_forward_time: 20.2551784515, propagate_backward_time: 29.3856525421, weight_update_time: 0.0866157189, other_time: 2.0769729614
epoch time: 4.5169739723s, input_fired_time: 0.0478873253, output_fired_time: 0.0000000000, propagate_forward_time: 4.0925312042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765554428
validation[          , genome  1450] predictions:    9248/  10000 (92.48%), best:    9275/10000 (92.75%), error:      2538.93628, best error:      2501.10913 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 52.7683448792s, input_fired_time: 0.4334771931, output_fired_time: 0.3078500628, propagate_forward_time: 20.3878822327, propagate_backward_time: 29.5824394226, weight_update_time: 0.0874487981, other_time: 2.0566978455
epoch time: 4.4982595444s, input_fired_time: 0.0484381691, output_fired_time: 0.0000000000, propagate_forward_time: 4.0730800629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767414093
validation[          , genome  1450] predictions:    9265/  10000 (92.65%), best:    9275/10000 (92.75%), error:      2506.79053, best error:      2501.10913 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 52.7435798645s, input_fired_time: 0.4329799414, output_fired_time: 0.3060619533, propagate_forward_time: 20.3786621094, propagate_backward_time: 29.5718212128, weight_update_time: 0.0870420337, other_time: 2.0540561676
epoch time: 4.4995851517s, input_fired_time: 0.0476257354, output_fired_time: 0.0000000000, propagate_forward_time: 4.0741553307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778042793
validation[          , genome  1450] predictions:    9280/  10000 (92.80%), best:    9280/10000 (92.80%), error:      2476.98145, best error:      2476.98145 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 52.6637611389s, input_fired_time: 0.4327975214, output_fired_time: 0.3076907098, propagate_forward_time: 20.4077148438, propagate_backward_time: 29.4432983398, weight_update_time: 0.0864807442, other_time: 2.0722618103
epoch time: 4.5099759102s, input_fired_time: 0.0478841178, output_fired_time: 0.0000000000, propagate_forward_time: 4.0859389305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761529922
validation[          , genome  1450] predictions:    9256/  10000 (92.56%), best:    9280/10000 (92.80%), error:      2560.04346, best error:      2476.98145 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 52.7033119202s, input_fired_time: 0.4338213801, output_fired_time: 0.3101162314, propagate_forward_time: 20.4337863922, propagate_backward_time: 29.4686660767, weight_update_time: 0.0867297128, other_time: 2.0569210052
epoch time: 4.5071110725s, input_fired_time: 0.0480811745, output_fired_time: 0.0000000000, propagate_forward_time: 4.0836567879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753728867
validation[          , genome  1450] predictions:    9264/  10000 (92.64%), best:    9280/10000 (92.80%), error:      2522.64453, best error:      2476.98145 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 52.8042907715s, input_fired_time: 0.4368232787, output_fired_time: 0.3059343100, propagate_forward_time: 20.4463005066, propagate_backward_time: 29.5505409241, weight_update_time: 0.0868221298, other_time: 2.0646896362
epoch time: 4.5193672180s, input_fired_time: 0.0480171554, output_fired_time: 0.0000000000, propagate_forward_time: 4.1033525467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679976463
validation[          , genome  1450] predictions:    9257/  10000 (92.57%), best:    9280/10000 (92.80%), error:      2539.61084, best error:      2476.98145 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 52.5426254272s, input_fired_time: 0.4334128797, output_fired_time: 0.3053500652, propagate_forward_time: 20.3895931244, propagate_backward_time: 29.3582611084, weight_update_time: 0.0864869431, other_time: 2.0560054779
epoch time: 4.4953484535s, input_fired_time: 0.0483068787, output_fired_time: 0.0000000000, propagate_forward_time: 4.0714564323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755850792
validation[          , genome  1450] predictions:    9186/  10000 (91.86%), best:    9280/10000 (92.80%), error:      2832.96948, best error:      2476.98145 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 52.4993667603s, input_fired_time: 0.4334290624, output_fired_time: 0.3081929684, propagate_forward_time: 20.3498840332, propagate_backward_time: 29.3675785065, weight_update_time: 0.0863379836, other_time: 2.0402812958
epoch time: 4.4955873489s, input_fired_time: 0.0481285192, output_fired_time: 0.0000000000, propagate_forward_time: 4.0715575218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759012222
validation[          , genome  1450] predictions:    9274/  10000 (92.74%), best:    9280/10000 (92.80%), error:      2504.48169, best error:      2476.98145 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 52.8172912598s, input_fired_time: 0.4359921217, output_fired_time: 0.3109691739, propagate_forward_time: 20.4749221802, propagate_backward_time: 29.5512943268, weight_update_time: 0.0867814869, other_time: 2.0441112518
epoch time: 4.5245141983s, input_fired_time: 0.0482708365, output_fired_time: 0.0000000000, propagate_forward_time: 4.1011013985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751420975
validation[          , genome  1450] predictions:    9265/  10000 (92.65%), best:    9280/10000 (92.80%), error:      2543.32690, best error:      2476.98145 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 52.9302520752s, input_fired_time: 0.4335405827, output_fired_time: 0.3093135357, propagate_forward_time: 20.4455661774, propagate_backward_time: 29.6979961395, weight_update_time: 0.0871243700, other_time: 2.0438346863
epoch time: 4.5036783218s, input_fired_time: 0.0486875251, output_fired_time: 0.0000000000, propagate_forward_time: 4.0762314796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787593842
validation[          , genome  1450] predictions:    9265/  10000 (92.65%), best:    9280/10000 (92.80%), error:      2507.84814, best error:      2476.98145 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 52.8379821777s, input_fired_time: 0.4325416982, output_fired_time: 0.3051730394, propagate_forward_time: 20.3580360413, propagate_backward_time: 29.6979560852, weight_update_time: 0.0871627480, other_time: 2.0442771912
epoch time: 4.4800248146s, input_fired_time: 0.0475495793, output_fired_time: 0.0000000000, propagate_forward_time: 4.0602159500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722591400
validation[          , genome  1450] predictions:    9291/  10000 (92.91%), best:    9291/10000 (92.91%), error:      2458.83105, best error:      2458.83105 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 52.7977333069s, input_fired_time: 0.4343415201, output_fired_time: 0.3094482124, propagate_forward_time: 20.4002208710, propagate_backward_time: 29.6086807251, weight_update_time: 0.0871049538, other_time: 2.0450420380
epoch time: 4.4865221977s, input_fired_time: 0.0485751331, output_fired_time: 0.0000000000, propagate_forward_time: 4.0655565262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723907471
validation[          , genome  1450] predictions:    9272/  10000 (92.72%), best:    9291/10000 (92.91%), error:      2488.55640, best error:      2458.83105 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 52.9045562744s, input_fired_time: 0.4368218184, output_fired_time: 0.3112545907, propagate_forward_time: 20.4496822357, propagate_backward_time: 29.6562156677, weight_update_time: 0.0873141512, other_time: 2.0505809784
epoch time: 4.5042939186s, input_fired_time: 0.0485379063, output_fired_time: 0.0000000000, propagate_forward_time: 4.0838608742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718953133
validation[          , genome  1450] predictions:    9232/  10000 (92.32%), best:    9291/10000 (92.91%), error:      2564.37622, best error:      2458.83105 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 52.9007301331s, input_fired_time: 0.4373516142, output_fired_time: 0.3104755878, propagate_forward_time: 20.4539432526, propagate_backward_time: 29.6495990753, weight_update_time: 0.0869993046, other_time: 2.0493621826
epoch time: 4.5197544098s, input_fired_time: 0.0486617573, output_fired_time: 0.0000000000, propagate_forward_time: 4.0939044952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771882057
validation[          , genome  1450] predictions:    9293/  10000 (92.93%), best:    9293/10000 (92.93%), error:      2423.02441, best error:      2423.02441 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 51.4598999023s, input_fired_time: 0.4275147021, output_fired_time: 0.3032370210, propagate_forward_time: 19.8805713654, propagate_backward_time: 28.8285522461, weight_update_time: 0.0846958384, other_time: 2.0200252533
epoch time: 4.5723390579s, input_fired_time: 0.0489518307, output_fired_time: 0.0000000000, propagate_forward_time: 4.1325602531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908271790
validation[          , genome  1450] predictions:    9274/  10000 (92.74%), best:    9293/10000 (92.93%), error:      2449.18237, best error:      2423.02441 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 51.9431838989s, input_fired_time: 0.4286431670, output_fired_time: 0.3030669689, propagate_forward_time: 20.1204986572, propagate_backward_time: 29.0625953674, weight_update_time: 0.0851942897, other_time: 2.0283813477
epoch time: 4.5043354034s, input_fired_time: 0.0490962602, output_fired_time: 0.0000000000, propagate_forward_time: 4.0787286758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765106201
validation[          , genome  1450] predictions:    9265/  10000 (92.65%), best:    9293/10000 (92.93%), error:      2509.88184, best error:      2423.02441 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 52.7975883484s, input_fired_time: 0.4366393387, output_fired_time: 0.3093670905, propagate_forward_time: 20.4617671967, propagate_backward_time: 29.5379314423, weight_update_time: 0.0863436460, other_time: 2.0518836975
epoch time: 4.5079393387s, input_fired_time: 0.0491234437, output_fired_time: 0.0000000000, propagate_forward_time: 4.0807528496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780632019
validation[          , genome  1450] predictions:    9268/  10000 (92.68%), best:    9293/10000 (92.93%), error:      2498.68018, best error:      2423.02441 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 51.9349479675s, input_fired_time: 0.4294736087, output_fired_time: 0.3016743958, propagate_forward_time: 20.1027584076, propagate_backward_time: 29.0748195648, weight_update_time: 0.0859249085, other_time: 2.0262222290
epoch time: 4.4809193611s, input_fired_time: 0.0484047905, output_fired_time: 0.0000000000, propagate_forward_time: 4.0586242676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738903999
validation[          , genome  1450] predictions:    9282/  10000 (92.82%), best:    9293/10000 (92.93%), error:      2455.32373, best error:      2423.02441 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 52.4226760864s, input_fired_time: 0.4352010489, output_fired_time: 0.3087828159, propagate_forward_time: 20.3274040222, propagate_backward_time: 29.3153076172, weight_update_time: 0.0862562209, other_time: 2.0359802246
epoch time: 4.4975690842s, input_fired_time: 0.0490078703, output_fired_time: 0.0000000000, propagate_forward_time: 4.0732078552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753533363
validation[          , genome  1450] predictions:    9275/  10000 (92.75%), best:    9293/10000 (92.93%), error:      2448.95679, best error:      2423.02441 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 52.5062561035s, input_fired_time: 0.4335496724, output_fired_time: 0.3055684566, propagate_forward_time: 20.3713817596, propagate_backward_time: 29.3529949188, weight_update_time: 0.0861757845, other_time: 2.0427627563
epoch time: 4.4962043762s, input_fired_time: 0.0483685620, output_fired_time: 0.0000000000, propagate_forward_time: 4.0721750259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756608963
validation[          , genome  1450] predictions:    9290/  10000 (92.90%), best:    9293/10000 (92.93%), error:      2457.24707, best error:      2423.02441 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 51.8250617981s, input_fired_time: 0.4277348518, output_fired_time: 0.3028259575, propagate_forward_time: 20.0680103302, propagate_backward_time: 28.9995574951, weight_update_time: 0.0849811956, other_time: 2.0269336700
epoch time: 4.4300684929s, input_fired_time: 0.0476490520, output_fired_time: 0.0000000000, propagate_forward_time: 4.0108871460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715324402
validation[          , genome  1450] predictions:    9303/  10000 (93.03%), best:    9293/10000 (92.93%), error:      2454.15015, best error:      2423.02441 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 51.9876823425s, input_fired_time: 0.4302445650, output_fired_time: 0.3036220670, propagate_forward_time: 20.1066513062, propagate_backward_time: 29.1042041779, weight_update_time: 0.0855437517, other_time: 2.0429592133
epoch time: 4.4869790077s, input_fired_time: 0.0483335219, output_fired_time: 0.0000000000, propagate_forward_time: 4.0621562004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764891624
validation[          , genome  1450] predictions:    9260/  10000 (92.60%), best:    9293/10000 (92.93%), error:      2496.90039, best error:      2423.02441 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 52.4961662292s, input_fired_time: 0.4331653714, output_fired_time: 0.3053351045, propagate_forward_time: 20.3079700470, propagate_backward_time: 29.3783054352, weight_update_time: 0.0866873935, other_time: 2.0713882446
epoch time: 4.2586679459s, input_fired_time: 0.0462000817, output_fired_time: 0.0000000000, propagate_forward_time: 3.8515474796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609201908
validation[          , genome  1450] predictions:    9293/  10000 (92.93%), best:    9293/10000 (92.93%), error:      2445.10474, best error:      2423.02441 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 50.7982749939s, input_fired_time: 0.4245420694, output_fired_time: 0.2973755300, propagate_forward_time: 19.7151966095, propagate_backward_time: 28.3650455475, weight_update_time: 0.0838572755, other_time: 1.9961166382
epoch time: 4.4881606102s, input_fired_time: 0.0481907055, output_fired_time: 0.0000000000, propagate_forward_time: 4.0722541809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677158356
validation[          , genome  1450] predictions:    9299/  10000 (92.99%), best:    9293/10000 (92.93%), error:      2437.54736, best error:      2423.02441 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 51.8994369507s, input_fired_time: 0.4324476421, output_fired_time: 0.3064979315, propagate_forward_time: 20.0983524323, propagate_backward_time: 29.0633182526, weight_update_time: 0.0856548250, other_time: 1.9988174438
epoch time: 4.3369455338s, input_fired_time: 0.0470080897, output_fired_time: 0.0000000000, propagate_forward_time: 3.9283502102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615872860
validation[          , genome  1450] predictions:    9289/  10000 (92.89%), best:    9293/10000 (92.93%), error:      2454.01465, best error:      2423.02441 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 51.6850242615s, input_fired_time: 0.4286715984, output_fired_time: 0.3006673753, propagate_forward_time: 20.0495433807, propagate_backward_time: 28.8927860260, weight_update_time: 0.0850440338, other_time: 2.0133552551
epoch time: 3.9650707245s, input_fired_time: 0.0444094129, output_fired_time: 0.0000000000, propagate_forward_time: 3.5778152943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428459167
validation[          , genome  1450] predictions:    9281/  10000 (92.81%), best:    9293/10000 (92.93%), error:      2478.29858, best error:      2423.02441 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 51.2519874573s, input_fired_time: 0.4271238744, output_fired_time: 0.3006182015, propagate_forward_time: 19.8738689423, propagate_backward_time: 28.6536159515, weight_update_time: 0.0844565630, other_time: 1.9967613220
epoch time: 4.4908123016s, input_fired_time: 0.0488583818, output_fired_time: 0.0000000000, propagate_forward_time: 4.0671029091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748512268
validation[          , genome  1450] predictions:    9302/  10000 (93.02%), best:    9293/10000 (92.93%), error:      2441.78906, best error:      2423.02441 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 52.2741012573s, input_fired_time: 0.4337907434, output_fired_time: 0.3053426147, propagate_forward_time: 20.2700366974, propagate_backward_time: 29.2296981812, weight_update_time: 0.0858431458, other_time: 2.0352306366
epoch time: 4.4929776192s, input_fired_time: 0.0488932729, output_fired_time: 0.0000000000, propagate_forward_time: 4.0680651665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760190010
validation[          , genome  1450] predictions:    9260/  10000 (92.60%), best:    9293/10000 (92.93%), error:      2524.51392, best error:      2423.02441 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 52.0783233643s, input_fired_time: 0.4324561059, output_fired_time: 0.3068107367, propagate_forward_time: 20.1611652374, propagate_backward_time: 29.1461582184, weight_update_time: 0.0857439339, other_time: 2.0317306519
epoch time: 4.4922657013s, input_fired_time: 0.0487608612, output_fired_time: 0.0000000000, propagate_forward_time: 4.0680637360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754410744
validation[          , genome  1450] predictions:    9293/  10000 (92.93%), best:    9293/10000 (92.93%), error:      2448.03857, best error:      2423.02441 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 51.5221328735s, input_fired_time: 0.4285497069, output_fired_time: 0.2999455929, propagate_forward_time: 19.9756259918, propagate_backward_time: 28.8054847717, weight_update_time: 0.0850674212, other_time: 2.0125255585
epoch time: 4.4631667137s, input_fired_time: 0.0486766696, output_fired_time: 0.0000000000, propagate_forward_time: 4.0410175323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734726906
validation[          , genome  1450] predictions:    9287/  10000 (92.87%), best:    9293/10000 (92.93%), error:      2448.95410, best error:      2423.02441 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 51.2852096558s, input_fired_time: 0.4308782816, output_fired_time: 0.3047212660, propagate_forward_time: 19.8363113403, propagate_backward_time: 28.7235603333, weight_update_time: 0.0849270672, other_time: 1.9897384644
epoch time: 4.4816708565s, input_fired_time: 0.0495533161, output_fired_time: 0.0000000000, propagate_forward_time: 4.0633325577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687849045
validation[          , genome  1450] predictions:    9298/  10000 (92.98%), best:    9293/10000 (92.93%), error:      2446.78955, best error:      2423.02441 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 51.4875221252s, input_fired_time: 0.4300286472, output_fired_time: 0.2997432947, propagate_forward_time: 19.8976669312, propagate_backward_time: 28.8576869965, weight_update_time: 0.0852863938, other_time: 2.0023975372
epoch time: 4.4905161858s, input_fired_time: 0.0487857871, output_fired_time: 0.0000000000, propagate_forward_time: 4.0668568611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748736382
validation[          , genome  1450] predictions:    9285/  10000 (92.85%), best:    9293/10000 (92.93%), error:      2450.13354, best error:      2423.02441 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 52.5046997070s, input_fired_time: 0.4382286966, output_fired_time: 0.3108802438, propagate_forward_time: 20.2976150513, propagate_backward_time: 29.4367847443, weight_update_time: 0.0870011523, other_time: 2.0211925507
epoch time: 4.4815731049s, input_fired_time: 0.0496331379, output_fired_time: 0.0000000000, propagate_forward_time: 4.0633835793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685564995
validation[          , genome  1450] predictions:    9293/  10000 (92.93%), best:    9293/10000 (92.93%), error:      2438.10571, best error:      2423.02441 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 50.3809661865s, input_fired_time: 0.4274317920, output_fired_time: 0.2984678745, propagate_forward_time: 19.5192470551, propagate_backward_time: 28.1615161896, weight_update_time: 0.0832980275, other_time: 1.9743003845
epoch time: 4.3210258484s, input_fired_time: 0.0481965318, output_fired_time: 0.0000000000, propagate_forward_time: 3.9075322151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652973175
validation[          , genome  1450] predictions:    9272/  10000 (92.72%), best:    9293/10000 (92.93%), error:      2543.20923, best error:      2423.02441 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 52.0870933533s, input_fired_time: 0.4333858192, output_fired_time: 0.3030450642, propagate_forward_time: 20.1980571747, propagate_backward_time: 29.1316623688, weight_update_time: 0.0857788846, other_time: 2.0209465027
epoch time: 4.4846916199s, input_fired_time: 0.0492014363, output_fired_time: 0.0000000000, propagate_forward_time: 4.0661697388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693203926
validation[          , genome  1450] predictions:    9286/  10000 (92.86%), best:    9293/10000 (92.93%), error:      2455.12158, best error:      2423.02441 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 52.5019683838s, input_fired_time: 0.4385226369, output_fired_time: 0.3092938066, propagate_forward_time: 20.3415641785, propagate_backward_time: 29.4024219513, weight_update_time: 0.0868361294, other_time: 2.0101642609
epoch time: 4.4840354919s, input_fired_time: 0.0488679335, output_fired_time: 0.0000000000, propagate_forward_time: 4.0649752617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701925278
validation[          , genome  1450] predictions:    9289/  10000 (92.89%), best:    9293/10000 (92.93%), error:      2430.77417, best error:      2423.02441 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 51.5763511658s, input_fired_time: 0.4328991175, output_fired_time: 0.3032512367, propagate_forward_time: 19.9552764893, propagate_backward_time: 28.8642120361, weight_update_time: 0.0853239894, other_time: 2.0207138062
epoch time: 4.4814996719s, input_fired_time: 0.0490825810, output_fired_time: 0.0000000000, propagate_forward_time: 4.0642676353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681492805
validation[          , genome  1450] predictions:    9300/  10000 (93.00%), best:    9293/10000 (92.93%), error:      2423.64258, best error:      2423.02441 on epoch:    55, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 53.0378036499s, input_fired_time: 0.4501940310, output_fired_time: 0.3158132136, propagate_forward_time: 20.5157680511, propagate_backward_time: 29.7272777557, weight_update_time: 0.0871453658, other_time: 2.0287475586
epoch time: 4.5346226692s, input_fired_time: 0.0497634038, output_fired_time: 0.0000000000, propagate_forward_time: 4.1132531166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716063499
validation[          , genome  1450] predictions:    9297/  10000 (92.97%), best:    9293/10000 (92.93%), error:      2424.46558, best error:      2423.02441 on epoch:    55, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 52.6043357849s, input_fired_time: 0.4416020513, output_fired_time: 0.3091717660, propagate_forward_time: 20.3373222351, propagate_backward_time: 29.4589748383, weight_update_time: 0.0871836245, other_time: 2.0572643280
epoch time: 4.4251413345s, input_fired_time: 0.0495553352, output_fired_time: 0.0000000000, propagate_forward_time: 4.0023036003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732824326
validation[          , genome  1450] predictions:    9295/  10000 (92.95%), best:    9293/10000 (92.93%), error:      2444.27881, best error:      2423.02441 on epoch:    55, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 52.8827362061s, input_fired_time: 0.4431117475, output_fired_time: 0.3108233511, propagate_forward_time: 20.4621696472, propagate_backward_time: 29.6442165375, weight_update_time: 0.0874174461, other_time: 2.0224170685
epoch time: 4.5106015205s, input_fired_time: 0.0498570055, output_fired_time: 0.0000000000, propagate_forward_time: 4.0889077187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718366623
validation[          , genome  1450] predictions:    9297/  10000 (92.97%), best:    9293/10000 (92.93%), error:      2428.66943, best error:      2423.02441 on epoch:    55, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 51.0010528564s, input_fired_time: 0.4321038723, output_fired_time: 0.3015937209, propagate_forward_time: 19.7219295502, propagate_backward_time: 28.5319423676, weight_update_time: 0.0847763419, other_time: 2.0134849548
epoch time: 4.5389904976s, input_fired_time: 0.0499512330, output_fired_time: 0.0000000000, propagate_forward_time: 4.1122608185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767786026
validation[          , genome  1450] predictions:    9288/  10000 (92.88%), best:    9293/10000 (92.93%), error:      2461.16650, best error:      2423.02441 on epoch:    55, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 52.9467887878s, input_fired_time: 0.4443163276, output_fired_time: 0.3129712641, propagate_forward_time: 20.4860801697, propagate_backward_time: 29.6535549164, weight_update_time: 0.0871588960, other_time: 2.0498638153
epoch time: 4.3471107483s, input_fired_time: 0.0486850142, output_fired_time: 0.0000000000, propagate_forward_time: 3.9319322109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3664934635
validation[          , genome  1450] predictions:    9307/  10000 (93.07%), best:    9293/10000 (92.93%), error:      2425.69727, best error:      2423.02441 on epoch:    55, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.6874847412s, input_fired_time: 0.4415665269, output_fired_time: 0.3086200953, propagate_forward_time: 20.3775959015, propagate_backward_time: 29.5142173767, weight_update_time: 0.0870905370, other_time: 2.0454845428
epoch time: 4.5201201439s, input_fired_time: 0.0500146188, output_fired_time: 0.0000000000, propagate_forward_time: 4.0915822983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785233498
validation[          , genome  1450] predictions:    9295/  10000 (92.95%), best:    9293/10000 (92.93%), error:      2453.11084, best error:      2423.02441 on epoch:    55, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 52.1243820190s, input_fired_time: 0.4372116625, output_fired_time: 0.3034927845, propagate_forward_time: 20.1625633240, propagate_backward_time: 29.1768493652, weight_update_time: 0.0861183479, other_time: 2.0442657471
epoch time: 4.4863591194s, input_fired_time: 0.0494762473, output_fired_time: 0.0000000000, propagate_forward_time: 4.0599904060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768925667
validation[          , genome  1450] predictions:    9297/  10000 (92.97%), best:    9293/10000 (92.93%), error:      2442.06787, best error:      2423.02441 on epoch:    55, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 52.5563697815s, input_fired_time: 0.4405245781, output_fired_time: 0.3080277443, propagate_forward_time: 20.3555850983, propagate_backward_time: 29.4022541046, weight_update_time: 0.0865545049, other_time: 2.0499763489
epoch time: 4.5069727898s, input_fired_time: 0.0501670353, output_fired_time: 0.0000000000, propagate_forward_time: 4.0803956985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764100075
validation[          , genome  1450] predictions:    9304/  10000 (93.04%), best:    9304/10000 (93.04%), error:      2414.23218, best error:      2414.23218 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 50.9389991760s, input_fired_time: 0.4326708913, output_fired_time: 0.2999436259, propagate_forward_time: 19.7186450958, propagate_backward_time: 28.4745349884, weight_update_time: 0.0838518292, other_time: 2.0132064819
epoch time: 4.4690365791s, input_fired_time: 0.0497673191, output_fired_time: 0.0000000000, propagate_forward_time: 4.0422286987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770403862
validation[          , genome  1450] predictions:    9273/  10000 (92.73%), best:    9304/10000 (93.04%), error:      2474.69043, best error:      2414.23218 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 51.5203819275s, input_fired_time: 0.4354742169, output_fired_time: 0.3024802208, propagate_forward_time: 19.9150657654, propagate_backward_time: 28.8392772675, weight_update_time: 0.0851778314, other_time: 2.0280857086
epoch time: 4.4936585426s, input_fired_time: 0.0502021685, output_fired_time: 0.0000000000, propagate_forward_time: 4.0658502579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776059151
validation[          , genome  1450] predictions:    9291/  10000 (92.91%), best:    9304/10000 (93.04%), error:      2427.44238, best error:      2414.23218 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.5508232117s, input_fired_time: 0.4404043555, output_fired_time: 0.3068462908, propagate_forward_time: 20.3173370361, propagate_backward_time: 29.4490528107, weight_update_time: 0.0867589638, other_time: 2.0371837616
epoch time: 4.4893321991s, input_fired_time: 0.0498684831, output_fired_time: 0.0000000000, propagate_forward_time: 4.0665030479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729605675
validation[          , genome  1450] predictions:    9299/  10000 (92.99%), best:    9304/10000 (93.04%), error:      2433.19824, best error:      2414.23218 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 52.5782699585s, input_fired_time: 0.4401619136, output_fired_time: 0.3074797690, propagate_forward_time: 20.3262996674, propagate_backward_time: 29.4569511414, weight_update_time: 0.0864385515, other_time: 2.0473766327
epoch time: 4.4966697693s, input_fired_time: 0.0502047837, output_fired_time: 0.0000000000, propagate_forward_time: 4.0679702759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3784947395
validation[          , genome  1450] predictions:    9290/  10000 (92.90%), best:    9304/10000 (93.04%), error:      2442.89478, best error:      2414.23218 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 52.5688056946s, input_fired_time: 0.4419882298, output_fired_time: 0.3069182634, propagate_forward_time: 20.3222846985, propagate_backward_time: 29.4591293335, weight_update_time: 0.0866044089, other_time: 2.0384826660
epoch time: 4.4867887497s, input_fired_time: 0.0495909080, output_fired_time: 0.0000000000, propagate_forward_time: 4.0650920868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721055984
validation[          , genome  1450] predictions:    9289/  10000 (92.89%), best:    9304/10000 (93.04%), error:      2457.86768, best error:      2414.23218 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 52.7018775940s, input_fired_time: 0.4416691065, output_fired_time: 0.3105145097, propagate_forward_time: 20.4027786255, propagate_backward_time: 29.5211544037, weight_update_time: 0.0870796293, other_time: 2.0257587433
epoch time: 4.4979019165s, input_fired_time: 0.0499688238, output_fired_time: 0.0000000000, propagate_forward_time: 4.0718979836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760352135
validation[          , genome  1450] predictions:    9298/  10000 (92.98%), best:    9304/10000 (93.04%), error:      2424.52295, best error:      2414.23218 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.0827713013s, input_fired_time: 0.4460940957, output_fired_time: 0.3123819232, propagate_forward_time: 20.5221824646, propagate_backward_time: 29.6918544769, weight_update_time: 0.0877711475, other_time: 2.1102581024
epoch time: 4.5273528099s, input_fired_time: 0.0505749285, output_fired_time: 0.0000000000, propagate_forward_time: 4.1000847816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766932487
validation[          , genome  1450] predictions:    9286/  10000 (92.86%), best:    9304/10000 (93.04%), error:      2458.38672, best error:      2414.23218 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 52.5469322205s, input_fired_time: 0.4389192164, output_fired_time: 0.3000639081, propagate_forward_time: 20.4503860474, propagate_backward_time: 29.3105010986, weight_update_time: 0.0866398364, other_time: 2.0470619202
epoch time: 4.6285843849s, input_fired_time: 0.0524402000, output_fired_time: 0.0000000000, propagate_forward_time: 4.1837558746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923883438
validation[          , genome  1450] predictions:    9287/  10000 (92.87%), best:    9304/10000 (93.04%), error:      2449.40308, best error:      2414.23218 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 52.4452552795s, input_fired_time: 0.4391183853, output_fired_time: 0.3020081520, propagate_forward_time: 20.3241653442, propagate_backward_time: 29.3611679077, weight_update_time: 0.0864296034, other_time: 2.0187950134
epoch time: 4.5087633133s, input_fired_time: 0.0506806187, output_fired_time: 0.0000000000, propagate_forward_time: 4.0812077522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768749237
validation[          , genome  1450] predictions:    9301/  10000 (93.01%), best:    9304/10000 (93.04%), error:      2443.85962, best error:      2414.23218 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 52.6252136230s, input_fired_time: 0.4452758133, output_fired_time: 0.3095965981, propagate_forward_time: 20.4284172058, propagate_backward_time: 29.4295673370, weight_update_time: 0.0863697976, other_time: 2.0123577118
epoch time: 4.5083599091s, input_fired_time: 0.0506505407, output_fired_time: 0.0000000000, propagate_forward_time: 4.0869441032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707652092
validation[          , genome  1450] predictions:    9297/  10000 (92.97%), best:    9304/10000 (93.04%), error:      2422.75635, best error:      2414.23218 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 52.6939392090s, input_fired_time: 0.4466513991, output_fired_time: 0.3103369474, propagate_forward_time: 20.4478588104, propagate_backward_time: 29.4706687927, weight_update_time: 0.0864815637, other_time: 2.0184230804
epoch time: 4.2091112137s, input_fired_time: 0.0476711132, output_fired_time: 0.0000000000, propagate_forward_time: 3.8068001270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546397686
validation[          , genome  1450] predictions:    9296/  10000 (92.96%), best:    9304/10000 (93.04%), error:      2466.99048, best error:      2414.23218 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 51.9377326965s, input_fired_time: 0.4395336509, output_fired_time: 0.3045245409, propagate_forward_time: 20.0881214142, propagate_backward_time: 29.0994853973, weight_update_time: 0.0857704952, other_time: 2.0060691833
epoch time: 4.5257625580s, input_fired_time: 0.0504377037, output_fired_time: 0.0000000000, propagate_forward_time: 4.1034307480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718938828
validation[          , genome  1450] predictions:    9286/  10000 (92.86%), best:    9304/10000 (93.04%), error:      2473.29810, best error:      2414.23218 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 52.4443321228s, input_fired_time: 0.4447065294, output_fired_time: 0.3059018254, propagate_forward_time: 20.3248043060, propagate_backward_time: 29.3545703888, weight_update_time: 0.0862010643, other_time: 2.0143508911
epoch time: 4.4906840324s, input_fired_time: 0.0504027233, output_fired_time: 0.0000000000, propagate_forward_time: 4.0701951981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700861931
validation[          , genome  1450] predictions:    9247/  10000 (92.47%), best:    9304/10000 (93.04%), error:      2618.57275, best error:      2414.23218 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 52.6336936951s, input_fired_time: 0.4446566105, output_fired_time: 0.3088923395, propagate_forward_time: 20.3892707825, propagate_backward_time: 29.4782123566, weight_update_time: 0.0871092901, other_time: 2.0126628876
epoch time: 4.5005679131s, input_fired_time: 0.0500066020, output_fired_time: 0.0000000000, propagate_forward_time: 4.0822377205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683238029
validation[          , genome  1450] predictions:    9293/  10000 (92.93%), best:    9304/10000 (93.04%), error:      2469.84448, best error:      2414.23218 on epoch:    86, 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: 22.4766712189s, input_fired_time: 0.2530606687, output_fired_time: 0.0000000000, propagate_forward_time: 20.3316745758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8919353485
best training[          , genome  1450] predictions:   47156/  50000 (94.31%), best:    9304/10000 (93.04%), error:     10292.15430, best error:      2414.23218 on epoch:    86, 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: 4.5117406845s, input_fired_time: 0.0497898124, output_fired_time: 0.0000000000, propagate_forward_time: 4.0890746117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728761673
   testing[          , genome  1450] predictions:    9348/  10000 (93.48%), best:    9304/10000 (93.04%), error:      2270.05347, best error:      2414.23218 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:12:10 (68808): called boinc_finish(0)

</stderr_txt>
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