Nameexact_genome_1512568488_42_6625_0
Workunit2604342
Created7 Dec 2017, 20:54:48 UTC
Sent7 Dec 2017, 21:00:52 UTC
Report deadline13 Dec 2017, 9:31:59 UTC
Received8 Dec 2017, 1:15:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time1 hours 37 min 6 sec
CPU time1 hours 36 min 41 sec
Validate stateValid
Credit1,380.41
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 52.5820465088s, input_fired_time: 0.5883161426, output_fired_time: 0.3976071477, propagate_forward_time: 21.5228652954, propagate_backward_time: 28.4657421112, weight_update_time: 0.0741987601, other_time: 1.6075153351
epoch time: 4.6346845627s, input_fired_time: 0.0627491698, output_fired_time: 0.0000000000, propagate_forward_time: 4.2896304131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2823047638
validation[          , genome  6625] predictions:    9641/  10000 (96.41%), best:    9678/10000 (96.78%), error:      1189.25647, best error:      1073.30798 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 53.6119117737s, input_fired_time: 0.5976833105, output_fired_time: 0.3999582529, propagate_forward_time: 21.9035396576, propagate_backward_time: 29.0898056030, weight_update_time: 0.0758923218, other_time: 1.6209239960
epoch time: 4.6038684845s, input_fired_time: 0.0597129390, output_fired_time: 0.0000000000, propagate_forward_time: 4.2684984207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2756571770
validation[          , genome  6625] predictions:    9693/  10000 (96.93%), best:    9678/10000 (96.78%), error:      1102.73193, best error:      1073.30798 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 52.3868865967s, input_fired_time: 0.5918886065, output_fired_time: 0.3973097503, propagate_forward_time: 21.4338874817, propagate_backward_time: 28.3603401184, weight_update_time: 0.0760095417, other_time: 1.6034622192
epoch time: 4.6741948128s, input_fired_time: 0.0674855411, output_fired_time: 0.0000000000, propagate_forward_time: 4.3155183792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911911011
validation[          , genome  6625] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1066.73950, best error:      1066.73950 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 52.7681922913s, input_fired_time: 0.5969563127, output_fired_time: 0.3969886899, propagate_forward_time: 21.5851020813, propagate_backward_time: 28.5546207428, weight_update_time: 0.0849388614, other_time: 1.6345233917
epoch time: 4.6502490044s, input_fired_time: 0.0612115934, output_fired_time: 0.0000000000, propagate_forward_time: 4.3123331070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2767043114
validation[          , genome  6625] predictions:    9601/  10000 (96.01%), best:    9672/10000 (96.72%), error:      1375.04517, best error:      1066.73950 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 52.7868385315s, input_fired_time: 0.5988129377, output_fired_time: 0.3983217180, propagate_forward_time: 21.5765380859, propagate_backward_time: 28.5946464539, weight_update_time: 0.0765603185, other_time: 1.6185188293
epoch time: 4.6088056564s, input_fired_time: 0.0599262752, output_fired_time: 0.0000000000, propagate_forward_time: 4.2731199265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757592201
validation[          , genome  6625] predictions:    9633/  10000 (96.33%), best:    9672/10000 (96.72%), error:      1268.18762, best error:      1066.73950 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 52.5595855713s, input_fired_time: 0.5835641026, output_fired_time: 0.3973000050, propagate_forward_time: 21.5498561859, propagate_backward_time: 28.4527359009, weight_update_time: 0.0733339339, other_time: 1.5761280060
epoch time: 4.6100301743s, input_fired_time: 0.0589846782, output_fired_time: 0.0000000000, propagate_forward_time: 4.2741527557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768926620
validation[          , genome  6625] predictions:    9683/  10000 (96.83%), best:    9672/10000 (96.72%), error:      1108.50891, best error:      1066.73950 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 52.9688491821s, input_fired_time: 0.6015126109, output_fired_time: 0.4073373079, propagate_forward_time: 21.7081165314, propagate_backward_time: 28.6179351807, weight_update_time: 0.0767167881, other_time: 1.6339473724
epoch time: 4.7421951294s, input_fired_time: 0.0649766847, output_fired_time: 0.0000000000, propagate_forward_time: 4.3840522766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931661606
validation[          , genome  6625] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1033.03467, best error:      1033.03467 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 53.3005027771s, input_fired_time: 0.6034587026, output_fired_time: 0.4072406888, propagate_forward_time: 21.8004608154, propagate_backward_time: 28.8758258820, weight_update_time: 0.0753124878, other_time: 1.6135158539
epoch time: 4.6109156609s, input_fired_time: 0.0598165467, output_fired_time: 0.0000000000, propagate_forward_time: 4.2734432220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2776560783
validation[          , genome  6625] predictions:    9629/  10000 (96.29%), best:    9699/10000 (96.99%), error:      1238.29675, best error:      1033.03467 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 52.7913703918s, input_fired_time: 0.5821726322, output_fired_time: 0.4077932835, propagate_forward_time: 21.5858726501, propagate_backward_time: 28.6528739929, weight_update_time: 0.0736124516, other_time: 1.5626564026
epoch time: 4.5998358727s, input_fired_time: 0.0588259958, output_fired_time: 0.0000000000, propagate_forward_time: 4.2678222656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2731876373
validation[          , genome  6625] predictions:    9675/  10000 (96.75%), best:    9699/10000 (96.99%), error:      1050.43921, best error:      1033.03467 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.7352485657s, input_fired_time: 0.5909090638, output_fired_time: 0.3971026540, propagate_forward_time: 21.6330089569, propagate_backward_time: 28.5196113586, weight_update_time: 0.0752756521, other_time: 1.5946178436
epoch time: 4.7214221954s, input_fired_time: 0.0644423664, output_fired_time: 0.0000000000, propagate_forward_time: 4.3640875816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928924561
validation[          , genome  6625] predictions:    9396/  10000 (93.96%), best:    9699/10000 (96.99%), error:      1854.21985, best error:      1033.03467 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.7750358582s, input_fired_time: 0.6088594198, output_fired_time: 0.4077628553, propagate_forward_time: 21.5838603973, propagate_backward_time: 28.5407505035, weight_update_time: 0.0778174996, other_time: 1.6338005066
epoch time: 4.7105979919s, input_fired_time: 0.0659247637, output_fired_time: 0.0000000000, propagate_forward_time: 4.3435077667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3011655807
validation[          , genome  6625] predictions:    9670/  10000 (96.70%), best:    9699/10000 (96.99%), error:      1109.87122, best error:      1033.03467 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 52.5124778748s, input_fired_time: 0.5933808684, output_fired_time: 0.3964035511, propagate_forward_time: 21.4399013519, propagate_backward_time: 28.4784622192, weight_update_time: 0.0759295449, other_time: 1.6043300629
epoch time: 4.6067347527s, input_fired_time: 0.0589978397, output_fired_time: 0.0000000000, propagate_forward_time: 4.2744359970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733011246
validation[          , genome  6625] predictions:    9668/  10000 (96.68%), best:    9699/10000 (96.99%), error:      1102.93237, best error:      1033.03467 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 52.6886444092s, input_fired_time: 0.6060074568, output_fired_time: 0.3962091804, propagate_forward_time: 21.5856418610, propagate_backward_time: 28.5235710144, weight_update_time: 0.0750198737, other_time: 1.5772151947
epoch time: 4.6534500122s, input_fired_time: 0.0645140111, output_fired_time: 0.0000000000, propagate_forward_time: 4.3069963455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2819395065
validation[          , genome  6625] predictions:    9497/  10000 (94.97%), best:    9699/10000 (96.99%), error:      1721.89050, best error:      1033.03467 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 52.6564483643s, input_fired_time: 0.6021034122, output_fired_time: 0.3974544704, propagate_forward_time: 21.5700492859, propagate_backward_time: 28.4779834747, weight_update_time: 0.0764603689, other_time: 1.6088581085
epoch time: 4.6579313278s, input_fired_time: 0.0643856600, output_fired_time: 0.0000000000, propagate_forward_time: 4.3081302643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854151726
validation[          , genome  6625] predictions:    9661/  10000 (96.61%), best:    9699/10000 (96.99%), error:      1148.58118, best error:      1033.03467 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 52.4458618164s, input_fired_time: 0.5897359252, output_fired_time: 0.3941694498, propagate_forward_time: 21.4886398315, propagate_backward_time: 28.4058456421, weight_update_time: 0.0735199079, other_time: 1.5674705505
epoch time: 4.6216664314s, input_fired_time: 0.0597844534, output_fired_time: 0.0000000000, propagate_forward_time: 4.2843980789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774839401
validation[          , genome  6625] predictions:    9679/  10000 (96.79%), best:    9699/10000 (96.99%), error:      1097.15503, best error:      1033.03467 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 52.4996414185s, input_fired_time: 0.5905730128, output_fired_time: 0.3955366910, propagate_forward_time: 21.5160408020, propagate_backward_time: 28.3813514709, weight_update_time: 0.0755951703, other_time: 1.6161384583
epoch time: 4.6845765114s, input_fired_time: 0.0657919645, output_fired_time: 0.0000000000, propagate_forward_time: 4.3287858963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899985313
validation[          , genome  6625] predictions:    9659/  10000 (96.59%), best:    9699/10000 (96.99%), error:      1112.78064, best error:      1033.03467 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 52.4649467468s, input_fired_time: 0.6037531495, output_fired_time: 0.3957470953, propagate_forward_time: 21.4799346924, propagate_backward_time: 28.3600902557, weight_update_time: 0.0772496685, other_time: 1.6254215240
epoch time: 4.6386566162s, input_fired_time: 0.0635730028, output_fired_time: 0.0000000000, propagate_forward_time: 4.2922925949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2827911377
validation[          , genome  6625] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       994.25342, best error:       994.25342 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 52.6602325439s, input_fired_time: 0.5882211328, output_fired_time: 0.3952210248, propagate_forward_time: 21.5622463226, propagate_backward_time: 28.5287246704, weight_update_time: 0.0740802884, other_time: 1.5858173370
epoch time: 4.6464190483s, input_fired_time: 0.0607294999, output_fired_time: 0.0000000000, propagate_forward_time: 4.3094744682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762150764
validation[          , genome  6625] predictions:    9661/  10000 (96.61%), best:    9700/10000 (97.00%), error:      1138.63696, best error:       994.25342 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 52.4276733398s, input_fired_time: 0.5852168798, output_fired_time: 0.3953600526, propagate_forward_time: 21.4687519073, propagate_backward_time: 28.4071846008, weight_update_time: 0.0739064589, other_time: 1.5711612701
epoch time: 4.6229162216s, input_fired_time: 0.0632881597, output_fired_time: 0.0000000000, propagate_forward_time: 4.2806582451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2789697647
validation[          , genome  6625] predictions:    9663/  10000 (96.63%), best:    9700/10000 (97.00%), error:      1071.02722, best error:       994.25342 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.4167556763s, input_fired_time: 0.5864721537, output_fired_time: 0.3945736587, propagate_forward_time: 21.4623699188, propagate_backward_time: 28.4068908691, weight_update_time: 0.0742095485, other_time: 1.5664501190
epoch time: 4.6286811829s, input_fired_time: 0.0596151128, output_fired_time: 0.0000000000, propagate_forward_time: 4.2935299873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2755360603
validation[          , genome  6625] predictions:    9683/  10000 (96.83%), best:    9700/10000 (97.00%), error:      1080.13977, best error:       994.25342 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.3462944031s, input_fired_time: 0.5882242918, output_fired_time: 0.3944676518, propagate_forward_time: 21.4340820312, propagate_backward_time: 28.3728885651, weight_update_time: 0.0739709809, other_time: 1.5566349030
epoch time: 4.6528844833s, input_fired_time: 0.0633684173, output_fired_time: 0.0000000000, propagate_forward_time: 4.3084878922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810282707
validation[          , genome  6625] predictions:    9597/  10000 (95.97%), best:    9700/10000 (97.00%), error:      1329.36938, best error:       994.25342 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 52.4180603027s, input_fired_time: 0.5937865376, output_fired_time: 0.3960281014, propagate_forward_time: 21.4581108093, propagate_backward_time: 28.3903274536, weight_update_time: 0.0754424334, other_time: 1.5798072815
epoch time: 4.6281609535s, input_fired_time: 0.0601991862, output_fired_time: 0.0000000000, propagate_forward_time: 4.2933654785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2745962143
validation[          , genome  6625] predictions:    9635/  10000 (96.35%), best:    9700/10000 (97.00%), error:      1166.81848, best error:       994.25342 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 53.2278823853s, input_fired_time: 0.5987681150, output_fired_time: 0.3994599283, propagate_forward_time: 21.6959304810, propagate_backward_time: 28.9010295868, weight_update_time: 0.0757479519, other_time: 1.6326961517
epoch time: 4.6368999481s, input_fired_time: 0.0613567308, output_fired_time: 0.0000000000, propagate_forward_time: 4.2958827019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2796607018
validation[          , genome  6625] predictions:    9672/  10000 (96.72%), best:    9700/10000 (97.00%), error:      1068.23474, best error:       994.25342 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.5268554688s, input_fired_time: 0.5885028839, output_fired_time: 0.3960762918, propagate_forward_time: 21.5051231384, propagate_backward_time: 28.4654045105, weight_update_time: 0.0739069954, other_time: 1.5717506409
epoch time: 4.6691217422s, input_fired_time: 0.0626544654, output_fired_time: 0.0000000000, propagate_forward_time: 4.3306827545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757844925
validation[          , genome  6625] predictions:    9607/  10000 (96.07%), best:    9700/10000 (97.00%), error:      1302.36328, best error:       994.25342 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 52.5730705261s, input_fired_time: 0.6071574092, output_fired_time: 0.3960109055, propagate_forward_time: 21.4788761139, propagate_backward_time: 28.4782466888, weight_update_time: 0.0773205161, other_time: 1.6127777100
epoch time: 4.7614459991s, input_fired_time: 0.0625544786, output_fired_time: 0.0000000000, propagate_forward_time: 4.4112372398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876543999
validation[          , genome  6625] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       975.53119, best error:       975.53119 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 52.5438613892s, input_fired_time: 0.5892741084, output_fired_time: 0.3947038352, propagate_forward_time: 21.5412445068, propagate_backward_time: 28.4544162750, weight_update_time: 0.0741007999, other_time: 1.5642223358
epoch time: 4.6486372948s, input_fired_time: 0.0602740943, output_fired_time: 0.0000000000, propagate_forward_time: 4.3161234856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2722396851
validation[          , genome  6625] predictions:    9672/  10000 (96.72%), best:    9707/10000 (97.07%), error:      1057.60425, best error:       975.53119 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 52.6665763855s, input_fired_time: 0.5962223411, output_fired_time: 0.3950195611, propagate_forward_time: 21.6279735565, propagate_backward_time: 28.4669170380, weight_update_time: 0.0757087693, other_time: 1.5804443359
epoch time: 4.6064672470s, input_fired_time: 0.0607049055, output_fired_time: 0.0000000000, propagate_forward_time: 4.2711348534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2746276855
validation[          , genome  6625] predictions:    9664/  10000 (96.64%), best:    9707/10000 (97.07%), error:      1084.08923, best error:       975.53119 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 52.5106163025s, input_fired_time: 0.6190342307, output_fired_time: 0.3947694600, propagate_forward_time: 21.4403533936, propagate_backward_time: 28.4522361755, weight_update_time: 0.0767613053, other_time: 1.6042251587
epoch time: 4.6353297234s, input_fired_time: 0.0635961741, output_fired_time: 0.0000000000, propagate_forward_time: 4.2904758453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2812576294
validation[          , genome  6625] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       969.43701, best error:       969.43701 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 52.5145835876s, input_fired_time: 0.6124330759, output_fired_time: 0.3960027993, propagate_forward_time: 21.4437599182, propagate_backward_time: 28.4398365021, weight_update_time: 0.0775123015, other_time: 1.6225490570
epoch time: 4.6277909279s, input_fired_time: 0.0631484389, output_fired_time: 0.0000000000, propagate_forward_time: 4.2844076157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2802348137
validation[          , genome  6625] predictions:    9712/  10000 (97.12%), best:    9714/10000 (97.14%), error:       998.27399, best error:       969.43701 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 52.5055198669s, input_fired_time: 0.5906779766, output_fired_time: 0.4047435224, propagate_forward_time: 21.4832992554, propagate_backward_time: 28.4640026093, weight_update_time: 0.0741310641, other_time: 1.5627956390
epoch time: 4.6711392403s, input_fired_time: 0.0647007897, output_fired_time: 0.0000000000, propagate_forward_time: 4.3262376785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2802009583
validation[          , genome  6625] predictions:    9643/  10000 (96.43%), best:    9714/10000 (97.14%), error:      1118.26990, best error:       969.43701 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 52.4539680481s, input_fired_time: 0.5957483649, output_fired_time: 0.3953183293, propagate_forward_time: 21.4834365845, propagate_backward_time: 28.4258804321, weight_update_time: 0.0733792260, other_time: 1.5535850525
epoch time: 4.6333150864s, input_fired_time: 0.0617723316, output_fired_time: 0.0000000000, propagate_forward_time: 4.2961020470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754406929
validation[          , genome  6625] predictions:    9580/  10000 (95.80%), best:    9714/10000 (97.14%), error:      1337.97095, best error:       969.43701 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 52.3309097290s, input_fired_time: 0.5889690518, output_fired_time: 0.3944815993, propagate_forward_time: 21.4355945587, propagate_backward_time: 28.3461570740, weight_update_time: 0.0738761351, other_time: 1.5657062531
epoch time: 4.6390910149s, input_fired_time: 0.0642358735, output_fired_time: 0.0000000000, propagate_forward_time: 4.2932620049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2815933228
validation[          , genome  6625] predictions:    9705/  10000 (97.05%), best:    9714/10000 (97.14%), error:      1036.58521, best error:       969.43701 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 52.4855155945s, input_fired_time: 0.6086584926, output_fired_time: 0.3964881003, propagate_forward_time: 21.4543323517, propagate_backward_time: 28.4082183838, weight_update_time: 0.0774181858, other_time: 1.6178188324
epoch time: 5.0598955154s, input_fired_time: 0.0683236420, output_fired_time: 0.0000000000, propagate_forward_time: 4.6966476440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949242592
validation[          , genome  6625] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       925.92371, best error:       925.92371 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 52.4032135010s, input_fired_time: 0.5914746523, output_fired_time: 0.3943873644, propagate_forward_time: 21.4574546814, propagate_backward_time: 28.3982524872, weight_update_time: 0.0741205141, other_time: 1.5616436005
epoch time: 4.6269187927s, input_fired_time: 0.0616983697, output_fired_time: 0.0000000000, propagate_forward_time: 4.2891969681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760233879
validation[          , genome  6625] predictions:    9669/  10000 (96.69%), best:    9715/10000 (97.15%), error:      1141.45300, best error:       925.92371 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 52.7372741699s, input_fired_time: 0.5986633897, output_fired_time: 0.3954688013, propagate_forward_time: 21.5322513580, propagate_backward_time: 28.6077709198, weight_update_time: 0.0762790665, other_time: 1.6031188965
epoch time: 4.6364760399s, input_fired_time: 0.0641218722, output_fired_time: 0.0000000000, propagate_forward_time: 4.2925014496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2798528671
validation[          , genome  6625] predictions:    9708/  10000 (97.08%), best:    9715/10000 (97.15%), error:       970.56683, best error:       925.92371 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 52.8514366150s, input_fired_time: 0.6151149869, output_fired_time: 0.3941711485, propagate_forward_time: 21.6040897369, propagate_backward_time: 28.5948944092, weight_update_time: 0.0759282261, other_time: 1.6431636810
epoch time: 4.6906847954s, input_fired_time: 0.0645988062, output_fired_time: 0.0000000000, propagate_forward_time: 4.3388147354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2872710228
validation[          , genome  6625] predictions:    9701/  10000 (97.01%), best:    9715/10000 (97.15%), error:       980.15295, best error:       925.92371 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 52.5453491211s, input_fired_time: 0.5968699455, output_fired_time: 0.4024106562, propagate_forward_time: 21.5066642761, propagate_backward_time: 28.4514331818, weight_update_time: 0.0737546831, other_time: 1.5879688263
epoch time: 4.6647396088s, input_fired_time: 0.0655914471, output_fired_time: 0.0000000000, propagate_forward_time: 4.3159151077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2832331657
validation[          , genome  6625] predictions:    9681/  10000 (96.81%), best:    9715/10000 (97.15%), error:       984.33075, best error:       925.92371 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 52.8187217712s, input_fired_time: 0.6230786443, output_fired_time: 0.3974139392, propagate_forward_time: 21.6275768280, propagate_backward_time: 28.5614433289, weight_update_time: 0.0763266087, other_time: 1.6092090607
epoch time: 4.7307996750s, input_fired_time: 0.0813951120, output_fired_time: 0.0000000000, propagate_forward_time: 4.3578104973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915940285
validation[          , genome  6625] predictions:    9677/  10000 (96.77%), best:    9715/10000 (97.15%), error:      1124.44885, best error:       925.92371 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 52.4197616577s, input_fired_time: 0.5872828960, output_fired_time: 0.3941034079, propagate_forward_time: 21.4925727844, propagate_backward_time: 28.3902263641, weight_update_time: 0.0735603571, other_time: 1.5555744171
epoch time: 4.6464910507s, input_fired_time: 0.0613480508, output_fired_time: 0.0000000000, propagate_forward_time: 4.3106923103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744507790
validation[          , genome  6625] predictions:    9710/  10000 (97.10%), best:    9715/10000 (97.15%), error:       990.40942, best error:       925.92371 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 52.7107238770s, input_fired_time: 0.6041643620, output_fired_time: 0.3956856430, propagate_forward_time: 21.5143222809, propagate_backward_time: 28.5852375031, weight_update_time: 0.0768311247, other_time: 1.6113128662
epoch time: 4.6242618561s, input_fired_time: 0.0642195866, output_fired_time: 0.0000000000, propagate_forward_time: 4.2813186646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2787237167
validation[          , genome  6625] predictions:    9665/  10000 (96.65%), best:    9715/10000 (97.15%), error:      1178.47974, best error:       925.92371 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 52.7559013367s, input_fired_time: 0.5974811912, output_fired_time: 0.3943644762, propagate_forward_time: 21.5812740326, propagate_backward_time: 28.6008720398, weight_update_time: 0.0752426013, other_time: 1.5819110870
epoch time: 4.7186832428s, input_fired_time: 0.0624881051, output_fired_time: 0.0000000000, propagate_forward_time: 4.3501849174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3060102463
validation[          , genome  6625] predictions:    9684/  10000 (96.84%), best:    9715/10000 (97.15%), error:      1001.08752, best error:       925.92371 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 52.5548782349s, input_fired_time: 0.5891814828, output_fired_time: 0.3931107521, propagate_forward_time: 21.5471553802, propagate_backward_time: 28.4748210907, weight_update_time: 0.0732571110, other_time: 1.5506095886
epoch time: 4.6036577225s, input_fired_time: 0.0615552999, output_fired_time: 0.0000000000, propagate_forward_time: 4.2700376511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2720646858
validation[          , genome  6625] predictions:    9706/  10000 (97.06%), best:    9715/10000 (97.15%), error:      1003.15314, best error:       925.92371 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 52.9825248718s, input_fired_time: 0.5996245146, output_fired_time: 0.4042723775, propagate_forward_time: 21.6738739014, propagate_backward_time: 28.7309474945, weight_update_time: 0.0741190165, other_time: 1.5738048553
epoch time: 4.6296553612s, input_fired_time: 0.0617646687, output_fired_time: 0.0000000000, propagate_forward_time: 4.2923579216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2755327225
validation[          , genome  6625] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       913.18024, best error:       913.18024 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 52.5647773743s, input_fired_time: 0.5923122764, output_fired_time: 0.3942099512, propagate_forward_time: 21.5053844452, propagate_backward_time: 28.5135746002, weight_update_time: 0.0730315298, other_time: 1.5592956543
epoch time: 4.6307635307s, input_fired_time: 0.0615619868, output_fired_time: 0.0000000000, propagate_forward_time: 4.2968373299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2723641396
validation[          , genome  6625] predictions:    9718/  10000 (97.18%), best:    9721/10000 (97.21%), error:       943.70416, best error:       913.18024 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 52.8418807983s, input_fired_time: 0.5992798209, output_fired_time: 0.3939640522, propagate_forward_time: 21.6026573181, propagate_backward_time: 28.6720714569, weight_update_time: 0.0736606792, other_time: 1.5739078522
epoch time: 4.6428265572s, input_fired_time: 0.0625790581, output_fired_time: 0.0000000000, propagate_forward_time: 4.3047900200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754573822
validation[          , genome  6625] predictions:    9690/  10000 (96.90%), best:    9721/10000 (97.21%), error:      1082.27686, best error:       913.18024 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 52.7598571777s, input_fired_time: 0.5991637111, output_fired_time: 0.3949920535, propagate_forward_time: 21.5344810486, propagate_backward_time: 28.6585845947, weight_update_time: 0.0778053254, other_time: 1.5726356506
epoch time: 4.6306257248s, input_fired_time: 0.0620109029, output_fired_time: 0.0000000000, propagate_forward_time: 4.2920551300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2765598297
validation[          , genome  6625] predictions:    9689/  10000 (96.89%), best:    9721/10000 (97.21%), error:      1025.54834, best error:       913.18024 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 52.7748489380s, input_fired_time: 0.6080574989, output_fired_time: 0.3965108097, propagate_forward_time: 21.5406627655, propagate_backward_time: 28.6315689087, weight_update_time: 0.0767236948, other_time: 1.5980472565
epoch time: 4.6219472885s, input_fired_time: 0.0638246089, output_fired_time: 0.0000000000, propagate_forward_time: 4.2794313431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786912918
validation[          , genome  6625] predictions:    9703/  10000 (97.03%), best:    9721/10000 (97.21%), error:       976.66016, best error:       913.18024 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 52.5925865173s, input_fired_time: 0.5999316573, output_fired_time: 0.3952547312, propagate_forward_time: 21.4746341705, propagate_backward_time: 28.5225009918, weight_update_time: 0.0754235014, other_time: 1.6002655029
epoch time: 4.7220048904s, input_fired_time: 0.0659100413, output_fired_time: 0.0000000000, propagate_forward_time: 4.3734588623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2826361656
validation[          , genome  6625] predictions:    9653/  10000 (96.53%), best:    9721/10000 (97.21%), error:      1248.19861, best error:       913.18024 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 53.1082649231s, input_fired_time: 0.6146883965, output_fired_time: 0.3996762633, propagate_forward_time: 21.6619949341, propagate_backward_time: 28.8047790527, weight_update_time: 0.0780510902, other_time: 1.6271247864
epoch time: 4.6623420715s, input_fired_time: 0.0651988238, output_fired_time: 0.0000000000, propagate_forward_time: 4.3191585541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779846191
validation[          , genome  6625] predictions:    9702/  10000 (97.02%), best:    9721/10000 (97.21%), error:      1048.48816, best error:       913.18024 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 52.7369804382s, input_fired_time: 0.6145009995, output_fired_time: 0.3987720907, propagate_forward_time: 21.4928512573, propagate_backward_time: 28.6045761108, weight_update_time: 0.0785933435, other_time: 1.6262779236
epoch time: 4.6599035263s, input_fired_time: 0.0660777241, output_fired_time: 0.0000000000, propagate_forward_time: 4.3106637001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2831621170
validation[          , genome  6625] predictions:    9667/  10000 (96.67%), best:    9721/10000 (97.21%), error:      1023.94672, best error:       913.18024 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 52.7368202209s, input_fired_time: 0.6139880419, output_fired_time: 0.4056073129, propagate_forward_time: 21.5595932007, propagate_backward_time: 28.5515041351, weight_update_time: 0.0767970458, other_time: 1.6061267853
epoch time: 4.6269268990s, input_fired_time: 0.0647228658, output_fired_time: 0.0000000000, propagate_forward_time: 4.2803597450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818441391
validation[          , genome  6625] predictions:    9693/  10000 (96.93%), best:    9721/10000 (97.21%), error:      1039.49146, best error:       913.18024 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 52.8223915100s, input_fired_time: 0.6175742149, output_fired_time: 0.3979794681, propagate_forward_time: 21.5687522888, propagate_backward_time: 28.6017837524, weight_update_time: 0.0784551874, other_time: 1.6363029480
epoch time: 4.6598181725s, input_fired_time: 0.0659969822, output_fired_time: 0.0000000000, propagate_forward_time: 4.3101277351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836933136
validation[          , genome  6625] predictions:    9710/  10000 (97.10%), best:    9721/10000 (97.21%), error:       958.57648, best error:       913.18024 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 52.5786705017s, input_fired_time: 0.6090791225, output_fired_time: 0.3984200358, propagate_forward_time: 21.4870491028, propagate_backward_time: 28.4727802277, weight_update_time: 0.0773799568, other_time: 1.6113452911
epoch time: 4.6150498390s, input_fired_time: 0.0646956041, output_fired_time: 0.0000000000, propagate_forward_time: 4.2710208893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2793331146
validation[          , genome  6625] predictions:    9616/  10000 (96.16%), best:    9721/10000 (97.21%), error:      1255.71899, best error:       913.18024 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 52.6743049622s, input_fired_time: 0.6246626377, output_fired_time: 0.3968353868, propagate_forward_time: 21.4982528687, propagate_backward_time: 28.5187740326, weight_update_time: 0.0772903562, other_time: 1.6357784271
epoch time: 4.7984056473s, input_fired_time: 0.0643977821, output_fired_time: 0.0000000000, propagate_forward_time: 4.4382414818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2957663536
validation[          , genome  6625] predictions:    9713/  10000 (97.13%), best:    9721/10000 (97.21%), error:       929.16400, best error:       913.18024 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 53.0764808655s, input_fired_time: 0.6093024611, output_fired_time: 0.4014548063, propagate_forward_time: 21.6162338257, propagate_backward_time: 28.8318653107, weight_update_time: 0.0770845711, other_time: 1.6176242828
epoch time: 4.6797647476s, input_fired_time: 0.0674948916, output_fired_time: 0.0000000000, propagate_forward_time: 4.3217372894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905325890
validation[          , genome  6625] predictions:    9706/  10000 (97.06%), best:    9721/10000 (97.21%), error:       985.23895, best error:       913.18024 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 53.3471183777s, input_fired_time: 0.6102607846, output_fired_time: 0.4095557630, propagate_forward_time: 21.7546939850, propagate_backward_time: 28.9582500458, weight_update_time: 0.0766380057, other_time: 1.6143569946
epoch time: 4.6533803940s, input_fired_time: 0.0668764114, output_fired_time: 0.0000000000, propagate_forward_time: 4.2991781235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2873258591
validation[          , genome  6625] predictions:    9694/  10000 (96.94%), best:    9721/10000 (97.21%), error:       976.58606, best error:       913.18024 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 52.7681732178s, input_fired_time: 0.6155400276, output_fired_time: 0.3976752758, propagate_forward_time: 21.5136547089, propagate_backward_time: 28.6134223938, weight_update_time: 0.0785589889, other_time: 1.6278820038
epoch time: 4.6333031654s, input_fired_time: 0.0674107894, output_fired_time: 0.0000000000, propagate_forward_time: 4.2821445465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2837476730
validation[          , genome  6625] predictions:    9675/  10000 (96.75%), best:    9721/10000 (97.21%), error:      1125.38647, best error:       913.18024 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 52.5544891357s, input_fired_time: 0.6141481400, output_fired_time: 0.3971714079, propagate_forward_time: 21.4589920044, propagate_backward_time: 28.4681568146, weight_update_time: 0.0782730281, other_time: 1.6160221100
epoch time: 4.6531205177s, input_fired_time: 0.0664163977, output_fired_time: 0.0000000000, propagate_forward_time: 4.3060102463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2806940079
validation[          , genome  6625] predictions:    9685/  10000 (96.85%), best:    9721/10000 (97.21%), error:      1043.89233, best error:       913.18024 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 52.7953796387s, input_fired_time: 0.6108777523, output_fired_time: 0.3979093134, propagate_forward_time: 21.5334033966, propagate_backward_time: 28.6222476959, weight_update_time: 0.0783556700, other_time: 1.6309394836
epoch time: 4.6413927078s, input_fired_time: 0.0668245479, output_fired_time: 0.0000000000, propagate_forward_time: 4.2913427353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2832255363
validation[          , genome  6625] predictions:    9707/  10000 (97.07%), best:    9721/10000 (97.21%), error:      1011.46753, best error:       913.18024 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 52.8194427490s, input_fired_time: 0.6092818379, output_fired_time: 0.3974611163, propagate_forward_time: 21.5471286774, propagate_backward_time: 28.5887145996, weight_update_time: 0.0766783804, other_time: 1.6768550873
epoch time: 4.6204705238s, input_fired_time: 0.0660217553, output_fired_time: 0.0000000000, propagate_forward_time: 4.2751612663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2792873383
validation[          , genome  6625] predictions:    9671/  10000 (96.71%), best:    9721/10000 (97.21%), error:      1171.99805, best error:       913.18024 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 52.5615730286s, input_fired_time: 0.6122978926, output_fired_time: 0.3974126577, propagate_forward_time: 21.4307899475, propagate_backward_time: 28.4971637726, weight_update_time: 0.0785314962, other_time: 1.6239109039
epoch time: 4.6458587646s, input_fired_time: 0.0660977438, output_fired_time: 0.0000000000, propagate_forward_time: 4.2969503403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2828106880
validation[          , genome  6625] predictions:    9729/  10000 (97.29%), best:    9721/10000 (97.21%), error:       940.32373, best error:       913.18024 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 52.7313461304s, input_fired_time: 0.6152571440, output_fired_time: 0.4048950076, propagate_forward_time: 21.5228786469, propagate_backward_time: 28.5625343323, weight_update_time: 0.0781816244, other_time: 1.6257801056
epoch time: 4.6494879723s, input_fired_time: 0.0657471791, output_fired_time: 0.0000000000, propagate_forward_time: 4.2995862961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2841544151
validation[          , genome  6625] predictions:    9669/  10000 (96.69%), best:    9721/10000 (97.21%), error:      1104.55188, best error:       913.18024 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 52.6176185608s, input_fired_time: 0.6213466525, output_fired_time: 0.3962543011, propagate_forward_time: 21.4410934448, propagate_backward_time: 28.5201110840, weight_update_time: 0.0782321766, other_time: 1.6388130188
epoch time: 4.7060084343s, input_fired_time: 0.0657653064, output_fired_time: 0.0000000000, propagate_forward_time: 4.3304796219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3097634315
validation[          , genome  6625] predictions:    9689/  10000 (96.89%), best:    9721/10000 (97.21%), error:      1024.10803, best error:       913.18024 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 52.8423309326s, input_fired_time: 0.6193057299, output_fired_time: 0.4063528776, propagate_forward_time: 21.5317993164, propagate_backward_time: 28.6417770386, weight_update_time: 0.0782254189, other_time: 1.6430969238
epoch time: 4.6478357315s, input_fired_time: 0.0668968707, output_fired_time: 0.0000000000, propagate_forward_time: 4.2979073524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2830314636
validation[          , genome  6625] predictions:    9697/  10000 (96.97%), best:    9721/10000 (97.21%), error:      1024.35632, best error:       913.18024 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 53.1413459778s, input_fired_time: 0.6176511645, output_fired_time: 0.3995341063, propagate_forward_time: 21.8065338135, propagate_backward_time: 28.6736812592, weight_update_time: 0.0769654065, other_time: 1.6439456940
epoch time: 4.6558566093s, input_fired_time: 0.0660948306, output_fired_time: 0.0000000000, propagate_forward_time: 4.3010745049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886872292
validation[          , genome  6625] predictions:    9678/  10000 (96.78%), best:    9721/10000 (97.21%), error:      1069.57263, best error:       913.18024 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 52.9990196228s, input_fired_time: 0.6202378869, output_fired_time: 0.3988055289, propagate_forward_time: 21.6091442108, propagate_backward_time: 28.7348690033, weight_update_time: 0.0786658153, other_time: 1.6359634399
epoch time: 4.6433529854s, input_fired_time: 0.0644176975, output_fired_time: 0.0000000000, propagate_forward_time: 4.3009138107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2780213356
validation[          , genome  6625] predictions:    9603/  10000 (96.03%), best:    9721/10000 (97.21%), error:      1238.33813, best error:       913.18024 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 53.1384315491s, input_fired_time: 0.6175228357, output_fired_time: 0.3994624019, propagate_forward_time: 21.7092208862, propagate_backward_time: 28.8285484314, weight_update_time: 0.0749513507, other_time: 1.5836753845
epoch time: 4.6247968674s, input_fired_time: 0.0644913614, output_fired_time: 0.0000000000, propagate_forward_time: 4.2842741013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760314941
validation[          , genome  6625] predictions:    9726/  10000 (97.26%), best:    9721/10000 (97.21%), error:       940.70288, best error:       913.18024 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 52.6944885254s, input_fired_time: 0.6096417308, output_fired_time: 0.3964670300, propagate_forward_time: 21.4947414398, propagate_backward_time: 28.5804004669, weight_update_time: 0.0768874511, other_time: 1.6132392883
epoch time: 4.6072907448s, input_fired_time: 0.0621570796, output_fired_time: 0.0000000000, propagate_forward_time: 4.2719588280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2731747627
validation[          , genome  6625] predictions:    9697/  10000 (96.97%), best:    9721/10000 (97.21%), error:      1000.20190, best error:       913.18024 on epoch:    56, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 52.6155548096s, input_fired_time: 0.6023403406, output_fired_time: 0.3946855068, propagate_forward_time: 21.4519691467, propagate_backward_time: 28.5907974243, weight_update_time: 0.0748155415, other_time: 1.5757637024
epoch time: 4.6552405357s, input_fired_time: 0.0660255179, output_fired_time: 0.0000000000, propagate_forward_time: 4.3065304756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2826843262
validation[          , genome  6625] predictions:    9726/  10000 (97.26%), best:    9721/10000 (97.21%), error:       973.79474, best error:       913.18024 on epoch:    56, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 53.1269760132s, input_fired_time: 0.6266278625, output_fired_time: 0.4012136459, propagate_forward_time: 21.6844959259, propagate_backward_time: 28.7684478760, weight_update_time: 0.0783522055, other_time: 1.6461887360
epoch time: 4.7491540909s, input_fired_time: 0.0679464936, output_fired_time: 0.0000000000, propagate_forward_time: 4.3892550468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919526100
validation[          , genome  6625] predictions:    9710/  10000 (97.10%), best:    9721/10000 (97.21%), error:      1026.09692, best error:       913.18024 on epoch:    56, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.9570693970s, input_fired_time: 0.6091814637, output_fired_time: 0.3966947794, propagate_forward_time: 21.6555042267, propagate_backward_time: 28.7034626007, weight_update_time: 0.0760815516, other_time: 1.5922279358
epoch time: 4.7170042992s, input_fired_time: 0.0685834736, output_fired_time: 0.0000000000, propagate_forward_time: 4.3625259399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858948708
validation[          , genome  6625] predictions:    9684/  10000 (96.84%), best:    9721/10000 (97.21%), error:      1108.12048, best error:       913.18024 on epoch:    56, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 52.8284111023s, input_fired_time: 0.6180099845, output_fired_time: 0.3977370560, propagate_forward_time: 21.5182533264, propagate_backward_time: 28.6805095673, weight_update_time: 0.0767080560, other_time: 1.6139011383
epoch time: 4.6787056923s, input_fired_time: 0.0679998919, output_fired_time: 0.0000000000, propagate_forward_time: 4.3259739876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2847318649
validation[          , genome  6625] predictions:    9707/  10000 (97.07%), best:    9721/10000 (97.21%), error:       936.14490, best error:       913.18024 on epoch:    56, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 53.0829200745s, input_fired_time: 0.6029692292, output_fired_time: 0.3954463601, propagate_forward_time: 21.6814842224, propagate_backward_time: 28.7986259460, weight_update_time: 0.0743903592, other_time: 1.6043930054
epoch time: 4.7414364815s, input_fired_time: 0.0651849583, output_fired_time: 0.0000000000, propagate_forward_time: 4.3973102570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2789411545
validation[          , genome  6625] predictions:    9700/  10000 (97.00%), best:    9721/10000 (97.21%), error:       972.59808, best error:       913.18024 on epoch:    56, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 52.5526351929s, input_fired_time: 0.5964355469, output_fired_time: 0.3961724937, propagate_forward_time: 21.4663372040, propagate_backward_time: 28.5355854034, weight_update_time: 0.0736818090, other_time: 1.5581054688
epoch time: 4.6847443581s, input_fired_time: 0.0673787966, output_fired_time: 0.0000000000, propagate_forward_time: 4.3354234695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2819418907
validation[          , genome  6625] predictions:    9701/  10000 (97.01%), best:    9721/10000 (97.21%), error:      1004.83173, best error:       913.18024 on epoch:    56, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 52.7724838257s, input_fired_time: 0.6158741117, output_fired_time: 0.3974460661, propagate_forward_time: 21.5663032532, propagate_backward_time: 28.5861644745, weight_update_time: 0.0761311948, other_time: 1.6066951752
epoch time: 4.6079745293s, input_fired_time: 0.0624977946, output_fired_time: 0.0000000000, propagate_forward_time: 4.2731747627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2723021507
validation[          , genome  6625] predictions:    9696/  10000 (96.96%), best:    9721/10000 (97.21%), error:       926.57660, best error:       913.18024 on epoch:    56, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.5129928589s, input_fired_time: 0.6028232574, output_fired_time: 0.4029790461, propagate_forward_time: 21.4241333008, propagate_backward_time: 28.5079364777, weight_update_time: 0.0746316612, other_time: 1.5751209259
epoch time: 4.6079311371s, input_fired_time: 0.0624689832, output_fired_time: 0.0000000000, propagate_forward_time: 4.2727570534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727050781
validation[          , genome  6625] predictions:    9701/  10000 (97.01%), best:    9721/10000 (97.21%), error:       953.42633, best error:       913.18024 on epoch:    56, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 53.1543617249s, input_fired_time: 0.6090217829, output_fired_time: 0.4043328166, propagate_forward_time: 21.7061462402, propagate_backward_time: 28.8519020081, weight_update_time: 0.0754125714, other_time: 1.5829620361
epoch time: 4.7004990578s, input_fired_time: 0.0689816177, output_fired_time: 0.0000000000, propagate_forward_time: 4.3387637138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2927536964
validation[          , genome  6625] predictions:    9694/  10000 (96.94%), best:    9721/10000 (97.21%), error:      1021.53101, best error:       913.18024 on epoch:    56, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 52.8918228149s, input_fired_time: 0.6157637835, output_fired_time: 0.3980834782, propagate_forward_time: 21.5521354675, propagate_backward_time: 28.6935081482, weight_update_time: 0.0763987079, other_time: 1.6323318481
epoch time: 4.6960911751s, input_fired_time: 0.0684679449, output_fired_time: 0.0000000000, propagate_forward_time: 4.3366198540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910032272
validation[          , genome  6625] predictions:    9681/  10000 (96.81%), best:    9721/10000 (97.21%), error:      1080.23669, best error:       913.18024 on epoch:    56, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 53.1615905762s, input_fired_time: 0.6247646213, output_fired_time: 0.3996927440, propagate_forward_time: 21.6865196228, propagate_backward_time: 28.8157081604, weight_update_time: 0.0772644281, other_time: 1.6349067688
epoch time: 4.6333198547s, input_fired_time: 0.0643499345, output_fired_time: 0.0000000000, propagate_forward_time: 4.2912912369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2776784897
validation[          , genome  6625] predictions:    9705/  10000 (97.05%), best:    9721/10000 (97.21%), error:       962.68671, best error:       913.18024 on epoch:    56, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.0323905945s, input_fired_time: 0.6217706800, output_fired_time: 0.4074070454, propagate_forward_time: 21.6577930450, propagate_backward_time: 28.7221145630, weight_update_time: 0.0768164918, other_time: 1.6233081818
epoch time: 4.5953264236s, input_fired_time: 0.0627887249, output_fired_time: 0.0000000000, propagate_forward_time: 4.2623963356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2701411247
validation[          , genome  6625] predictions:    9675/  10000 (96.75%), best:    9721/10000 (97.21%), error:      1115.47961, best error:       913.18024 on epoch:    56, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 52.9267120361s, input_fired_time: 0.6122279763, output_fired_time: 0.3957744837, propagate_forward_time: 21.5986690521, propagate_backward_time: 28.6977176666, weight_update_time: 0.0756996199, other_time: 1.6223220825
epoch time: 4.6325993538s, input_fired_time: 0.0685286671, output_fired_time: 0.0000000000, propagate_forward_time: 4.2840948105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2799758911
validation[          , genome  6625] predictions:    9714/  10000 (97.14%), best:    9721/10000 (97.21%), error:       989.26910, best error:       913.18024 on epoch:    56, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 52.7245330811s, input_fired_time: 0.6210336685, output_fired_time: 0.3973107636, propagate_forward_time: 21.4692287445, propagate_backward_time: 28.6272926331, weight_update_time: 0.0770109817, other_time: 1.6096668243
epoch time: 4.6035065651s, input_fired_time: 0.0632885844, output_fired_time: 0.0000000000, propagate_forward_time: 4.2676959038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2725219727
validation[          , genome  6625] predictions:    9728/  10000 (97.28%), best:    9721/10000 (97.21%), error:       951.82983, best error:       913.18024 on epoch:    56, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 52.4642028809s, input_fired_time: 0.6044980884, output_fired_time: 0.3945395350, propagate_forward_time: 21.4287185669, propagate_backward_time: 28.4776649475, weight_update_time: 0.0735737383, other_time: 1.5587806702
epoch time: 4.6490354538s, input_fired_time: 0.0678797662, output_fired_time: 0.0000000000, propagate_forward_time: 4.2979111671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2832446098
validation[          , genome  6625] predictions:    9715/  10000 (97.15%), best:    9721/10000 (97.21%), error:       986.62878, best error:       913.18024 on epoch:    56, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 52.7635116577s, input_fired_time: 0.6263725162, output_fired_time: 0.4060985446, propagate_forward_time: 21.5041255951, propagate_backward_time: 28.6076717377, weight_update_time: 0.0778815523, other_time: 1.6192436218
epoch time: 4.6334929466s, input_fired_time: 0.0684241951, output_fired_time: 0.0000000000, propagate_forward_time: 4.2852911949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2797775269
validation[          , genome  6625] predictions:    9669/  10000 (96.69%), best:    9721/10000 (97.21%), error:      1148.00842, best error:       913.18024 on epoch:    56, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.9908866882s, input_fired_time: 0.6272131205, output_fired_time: 0.4002192616, propagate_forward_time: 21.5856037140, propagate_backward_time: 28.7442378998, weight_update_time: 0.0779326856, other_time: 1.6336135864
epoch time: 4.6595544815s, input_fired_time: 0.0673393607, output_fired_time: 0.0000000000, propagate_forward_time: 4.3058309555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2863841057
validation[          , genome  6625] predictions:    9684/  10000 (96.84%), best:    9721/10000 (97.21%), error:      1097.15698, best error:       913.18024 on epoch:    56, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 53.2322578430s, input_fired_time: 0.6249607801, output_fired_time: 0.3997556269, propagate_forward_time: 21.7742843628, propagate_backward_time: 28.8008403778, weight_update_time: 0.0777800009, other_time: 1.6324138641
epoch time: 4.6624412537s, input_fired_time: 0.0678263307, output_fired_time: 0.0000000000, propagate_forward_time: 4.3089909554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2856240273
validation[          , genome  6625] predictions:    9707/  10000 (97.07%), best:    9721/10000 (97.21%), error:       940.85608, best error:       913.18024 on epoch:    56, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 53.1177330017s, input_fired_time: 0.6218791604, output_fired_time: 0.4231826663, propagate_forward_time: 21.6299743652, propagate_backward_time: 28.8049182892, weight_update_time: 0.0766873583, other_time: 1.6377773285
epoch time: 4.6718535423s, input_fired_time: 0.0681601837, output_fired_time: 0.0000000000, propagate_forward_time: 4.3154344559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882590294
validation[          , genome  6625] predictions:    9709/  10000 (97.09%), best:    9721/10000 (97.21%), error:      1003.01428, best error:       913.18024 on epoch:    56, 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: 23.2645111084s, input_fired_time: 0.3217359781, output_fired_time: 0.0000000000, propagate_forward_time: 21.4827327728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4600429535
best training[          , genome  6625] predictions:   49377/  50000 (98.75%), best:    9721/10000 (97.21%), error:      2315.94189, best error:       913.18024 on epoch:    56, 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: 4.6372919083s, input_fired_time: 0.0613867491, output_fired_time: 0.0000000000, propagate_forward_time: 4.2922973633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836079597
   testing[          , genome  6625] predictions:    9759/  10000 (97.59%), best:    9721/10000 (97.21%), error:       795.38715, best error:       913.18024 on epoch:    56, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:15:55 (15094): called boinc_finish(0)

</stderr_txt>
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