Nameexact_genome_1512568488_43_7143_1
Workunit2606969
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:10:38 UTC
Report deadline16 Dec 2017, 15:03:16 UTC
Received8 Dec 2017, 3:42:12 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time2 hours 25 min 26 sec
CPU time2 hours 24 min 49 sec
Validate stateValid
Credit2,154.97
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: 79.0906753540s, input_fired_time: 0.8304267526, output_fired_time: 0.5138424635, propagate_forward_time: 31.8996429443, propagate_backward_time: 44.0505828857, weight_update_time: 0.0935660228, other_time: 1.7961807251
epoch time: 6.7649850845s, input_fired_time: 0.0866724476, output_fired_time: 0.0000000000, propagate_forward_time: 6.3701257706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081870079
validation[          , genome  7143] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       957.77155, best error:       957.77155 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 79.7193527222s, input_fired_time: 0.8271372318, output_fired_time: 0.5167229772, propagate_forward_time: 32.1417694092, propagate_backward_time: 44.4253654480, weight_update_time: 0.0946434885, other_time: 1.8083534241
epoch time: 6.8604674339s, input_fired_time: 0.0917988867, output_fired_time: 0.0000000000, propagate_forward_time: 6.4468054771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3218631744
validation[          , genome  7143] predictions:    9670/  10000 (96.70%), best:    9700/10000 (97.00%), error:      1096.63684, best error:       957.77155 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 79.4291000366s, input_fired_time: 0.8305710554, output_fired_time: 0.5157912970, propagate_forward_time: 31.9708099365, propagate_backward_time: 44.2963790894, weight_update_time: 0.0939364955, other_time: 1.8155441284
epoch time: 6.7477698326s, input_fired_time: 0.0860270634, output_fired_time: 0.0000000000, propagate_forward_time: 6.3555417061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3062009811
validation[          , genome  7143] predictions:    9695/  10000 (96.95%), best:    9700/10000 (97.00%), error:       984.83252, best error:       957.77155 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 79.1732559204s, input_fired_time: 0.8265665770, output_fired_time: 0.5143108368, propagate_forward_time: 31.8253479004, propagate_backward_time: 44.2041091919, weight_update_time: 0.0945564955, other_time: 1.8029174805
epoch time: 6.7625012398s, input_fired_time: 0.0875431001, output_fired_time: 0.0000000000, propagate_forward_time: 6.3623433113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3126149178
validation[          , genome  7143] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       933.34576, best error:       933.34576 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 79.6793975830s, input_fired_time: 0.8376322985, output_fired_time: 0.5171464086, propagate_forward_time: 32.0458679199, propagate_backward_time: 44.4523582458, weight_update_time: 0.0943352282, other_time: 1.8263969421
epoch time: 6.7985868454s, input_fired_time: 0.0867950097, output_fired_time: 0.0000000000, propagate_forward_time: 6.4027185440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3090734482
validation[          , genome  7143] predictions:    9722/  10000 (97.22%), best:    9707/10000 (97.07%), error:       965.20178, best error:       933.34576 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 79.1816864014s, input_fired_time: 0.8225498199, output_fired_time: 0.5543179512, propagate_forward_time: 31.8610076904, propagate_backward_time: 44.1513366699, weight_update_time: 0.0942693949, other_time: 1.7924728394
epoch time: 6.8018941879s, input_fired_time: 0.0888949782, output_fired_time: 0.0000000000, propagate_forward_time: 6.3928346634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201646805
validation[          , genome  7143] predictions:    9677/  10000 (96.77%), best:    9707/10000 (97.07%), error:      1014.29095, best error:       933.34576 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 79.3134231567s, input_fired_time: 0.8322190046, output_fired_time: 0.5153841972, propagate_forward_time: 31.9782009125, propagate_backward_time: 44.1801605225, weight_update_time: 0.0938822106, other_time: 1.8074569702
epoch time: 6.7341637611s, input_fired_time: 0.0878996775, output_fired_time: 0.0000000000, propagate_forward_time: 6.3390870094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071770668
validation[          , genome  7143] predictions:    9634/  10000 (96.34%), best:    9707/10000 (97.07%), error:      1127.35803, best error:       933.34576 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 78.8926162720s, input_fired_time: 0.8256630301, output_fired_time: 0.5119514465, propagate_forward_time: 31.7688789368, propagate_backward_time: 44.0098724365, weight_update_time: 0.0924914628, other_time: 1.7762565613
epoch time: 6.7771000862s, input_fired_time: 0.0887807310, output_fired_time: 0.0000000000, propagate_forward_time: 6.3723049164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3160142899
validation[          , genome  7143] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       909.79761, best error:       909.79761 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 78.8681335449s, input_fired_time: 0.8439741135, output_fired_time: 0.5312826037, propagate_forward_time: 31.7500476837, propagate_backward_time: 43.9591712952, weight_update_time: 0.0931514055, other_time: 1.7836647034
epoch time: 6.7817869186s, input_fired_time: 0.0891680196, output_fired_time: 0.0000000000, propagate_forward_time: 6.3798012733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128175735
validation[          , genome  7143] predictions:    9718/  10000 (97.18%), best:    9715/10000 (97.15%), error:       910.64484, best error:       909.79761 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 79.2778091431s, input_fired_time: 0.8369297981, output_fired_time: 0.5140204430, propagate_forward_time: 31.8917083740, propagate_backward_time: 44.2334709167, weight_update_time: 0.0939881727, other_time: 1.8016777039
epoch time: 6.7490429878s, input_fired_time: 0.0886385813, output_fired_time: 0.0000000000, propagate_forward_time: 6.3473973274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130068779
validation[          , genome  7143] predictions:    9722/  10000 (97.22%), best:    9715/10000 (97.15%), error:       912.24103, best error:       909.79761 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 79.2908172607s, input_fired_time: 0.8358970881, output_fired_time: 0.5170276761, propagate_forward_time: 31.9122257233, propagate_backward_time: 44.2039260864, weight_update_time: 0.0954507664, other_time: 1.8217391968
epoch time: 6.7221741676s, input_fired_time: 0.0869934633, output_fired_time: 0.0000000000, propagate_forward_time: 6.3237347603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114457130
validation[          , genome  7143] predictions:    9662/  10000 (96.62%), best:    9715/10000 (97.15%), error:      1072.07251, best error:       909.79761 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 79.4077224731s, input_fired_time: 0.8364300728, output_fired_time: 0.5153831840, propagate_forward_time: 31.8900547028, propagate_backward_time: 44.3485298157, weight_update_time: 0.0943008140, other_time: 1.8173255920
epoch time: 6.8247041702s, input_fired_time: 0.0883640870, output_fired_time: 0.0000000000, propagate_forward_time: 6.4258913994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104486465
validation[          , genome  7143] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       897.15100, best error:       897.15100 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 79.0338745117s, input_fired_time: 0.8349514008, output_fired_time: 0.5124209523, propagate_forward_time: 31.8464508057, propagate_backward_time: 44.0464439392, weight_update_time: 0.0944195166, other_time: 1.7936058044
epoch time: 6.8705501556s, input_fired_time: 0.0888356194, output_fired_time: 0.0000000000, propagate_forward_time: 6.4682621956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134522438
validation[          , genome  7143] predictions:    9705/  10000 (97.05%), best:    9725/10000 (97.25%), error:       958.66364, best error:       897.15100 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 79.4457702637s, input_fired_time: 0.8370277882, output_fired_time: 0.5143052936, propagate_forward_time: 32.0601081848, propagate_backward_time: 44.1982841492, weight_update_time: 0.0942172483, other_time: 1.8360443115
epoch time: 6.8624200821s, input_fired_time: 0.0888796896, output_fired_time: 0.0000000000, propagate_forward_time: 6.4582362175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153042793
validation[          , genome  7143] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       866.04108, best error:       866.04108 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 79.2926025391s, input_fired_time: 0.8352422118, output_fired_time: 0.5140622258, propagate_forward_time: 31.9698429108, propagate_backward_time: 44.1722679138, weight_update_time: 0.0942414477, other_time: 1.8011894226
epoch time: 6.8668255806s, input_fired_time: 0.0948808640, output_fired_time: 0.0000000000, propagate_forward_time: 6.4598374367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3121070862
validation[          , genome  7143] predictions:    9709/  10000 (97.09%), best:    9721/10000 (97.21%), error:       901.92957, best error:       866.04108 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 78.9073715210s, input_fired_time: 0.8304072618, output_fired_time: 0.5125897527, propagate_forward_time: 31.7515983582, propagate_backward_time: 44.0136413574, weight_update_time: 0.0938059390, other_time: 1.7991371155
epoch time: 6.6920919418s, input_fired_time: 0.0863958076, output_fired_time: 0.0000000000, propagate_forward_time: 6.3005542755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3051419258
validation[          , genome  7143] predictions:    9662/  10000 (96.62%), best:    9721/10000 (97.21%), error:      1038.10767, best error:       866.04108 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 79.2993240356s, input_fired_time: 0.8629797101, output_fired_time: 0.5155504346, propagate_forward_time: 31.8899784088, propagate_backward_time: 44.1935119629, weight_update_time: 0.0941870138, other_time: 1.8373107910
epoch time: 6.7710909843s, input_fired_time: 0.0887151062, output_fired_time: 0.0000000000, propagate_forward_time: 6.3691835403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131923676
validation[          , genome  7143] predictions:    9709/  10000 (97.09%), best:    9721/10000 (97.21%), error:       946.62286, best error:       866.04108 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 79.3581008911s, input_fired_time: 0.8507959247, output_fired_time: 0.5237136483, propagate_forward_time: 31.9862957001, propagate_backward_time: 44.1862106323, weight_update_time: 0.0937870145, other_time: 1.8110809326
epoch time: 6.8853216171s, input_fired_time: 0.0911506042, output_fired_time: 0.0000000000, propagate_forward_time: 6.4649772644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291935921
validation[          , genome  7143] predictions:    9583/  10000 (95.83%), best:    9721/10000 (97.21%), error:      1350.61133, best error:       866.04108 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 82.0184249878s, input_fired_time: 0.8570280075, output_fired_time: 0.5281747580, propagate_forward_time: 32.8985061646, propagate_backward_time: 45.7370529175, weight_update_time: 0.0971110836, other_time: 1.9976654053
epoch time: 6.7189078331s, input_fired_time: 0.0880654901, output_fired_time: 0.0000000000, propagate_forward_time: 6.3235507011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072915077
validation[          , genome  7143] predictions:    9710/  10000 (97.10%), best:    9721/10000 (97.21%), error:       905.11200, best error:       866.04108 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 79.0279006958s, input_fired_time: 0.8328273296, output_fired_time: 0.5097341537, propagate_forward_time: 31.8659763336, propagate_backward_time: 44.0286750793, weight_update_time: 0.0931566283, other_time: 1.7906913757
epoch time: 6.7319903374s, input_fired_time: 0.0869871825, output_fired_time: 0.0000000000, propagate_forward_time: 6.3394021988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3056011200
validation[          , genome  7143] predictions:    9727/  10000 (97.27%), best:    9721/10000 (97.21%), error:       878.48389, best error:       866.04108 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 79.0542678833s, input_fired_time: 0.8343390226, output_fired_time: 0.5129744411, propagate_forward_time: 31.8146553040, propagate_backward_time: 44.0919532776, weight_update_time: 0.0948250592, other_time: 1.8003463745
epoch time: 6.9199204445s, input_fired_time: 0.0914280191, output_fired_time: 0.0000000000, propagate_forward_time: 6.4960312843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324613571
validation[          , genome  7143] predictions:    9722/  10000 (97.22%), best:    9721/10000 (97.21%), error:       916.82068, best error:       866.04108 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 80.0849075317s, input_fired_time: 0.8449955583, output_fired_time: 0.5211076140, propagate_forward_time: 32.2294998169, propagate_backward_time: 44.6114082336, weight_update_time: 0.0948041528, other_time: 1.8778953552
epoch time: 6.8363838196s, input_fired_time: 0.0904585421, output_fired_time: 0.0000000000, propagate_forward_time: 6.4249081612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210172653
validation[          , genome  7143] predictions:    9664/  10000 (96.64%), best:    9721/10000 (97.21%), error:      1077.94189, best error:       866.04108 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 79.0692825317s, input_fired_time: 0.8451356888, output_fired_time: 0.5146895051, propagate_forward_time: 31.8470554352, propagate_backward_time: 44.0396423340, weight_update_time: 0.0934910551, other_time: 1.8227615356
epoch time: 6.7448172569s, input_fired_time: 0.0880564675, output_fired_time: 0.0000000000, propagate_forward_time: 6.3506736755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3060870171
validation[          , genome  7143] predictions:    9709/  10000 (97.09%), best:    9721/10000 (97.21%), error:       970.74054, best error:       866.04108 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 79.2310791016s, input_fired_time: 0.8419876695, output_fired_time: 0.5140292048, propagate_forward_time: 31.8708801270, propagate_backward_time: 44.1879310608, weight_update_time: 0.0940935761, other_time: 1.8162498474
epoch time: 6.7136683464s, input_fired_time: 0.0876851752, output_fired_time: 0.0000000000, propagate_forward_time: 6.3190760612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069071770
validation[          , genome  7143] predictions:    9681/  10000 (96.81%), best:    9721/10000 (97.21%), error:      1017.86652, best error:       866.04108 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 78.6777114868s, input_fired_time: 0.8369612098, output_fired_time: 0.5153625011, propagate_forward_time: 31.7345199585, propagate_backward_time: 43.8048629761, weight_update_time: 0.0933131799, other_time: 1.7860031128
epoch time: 6.7774410248s, input_fired_time: 0.0907516703, output_fired_time: 0.0000000000, propagate_forward_time: 6.3643240929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223652840
validation[          , genome  7143] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       804.27472, best error:       804.27472 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 81.0728378296s, input_fired_time: 0.8489440680, output_fired_time: 0.5240247846, propagate_forward_time: 32.4312019348, propagate_backward_time: 45.2840461731, weight_update_time: 0.0961199775, other_time: 1.9846191406
epoch time: 7.0933837891s, input_fired_time: 0.0931752175, output_fired_time: 0.0000000000, propagate_forward_time: 6.6706175804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295907974
validation[          , genome  7143] predictions:    9732/  10000 (97.32%), best:    9756/10000 (97.56%), error:       885.58447, best error:       804.27472 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 79.7947540283s, input_fired_time: 0.8484708071, output_fired_time: 0.5183555484, propagate_forward_time: 32.0435714722, propagate_backward_time: 44.5139236450, weight_update_time: 0.0950528532, other_time: 1.8704299927
epoch time: 6.7708883286s, input_fired_time: 0.0991882980, output_fired_time: 0.0000000000, propagate_forward_time: 6.3603940010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113059998
validation[          , genome  7143] predictions:    9742/  10000 (97.42%), best:    9756/10000 (97.56%), error:       840.33551, best error:       804.27472 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 79.1330566406s, input_fired_time: 0.8380936980, output_fired_time: 0.5168620944, propagate_forward_time: 31.9094924927, propagate_backward_time: 44.0641403198, weight_update_time: 0.0938244611, other_time: 1.8044662476
epoch time: 6.7585554123s, input_fired_time: 0.0894876346, output_fired_time: 0.0000000000, propagate_forward_time: 6.3601884842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088793755
validation[          , genome  7143] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       753.19763, best error:       753.19763 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 80.2513351440s, input_fired_time: 0.8465753198, output_fired_time: 0.5192071199, propagate_forward_time: 32.2651786804, propagate_backward_time: 44.7324218750, weight_update_time: 0.0948975608, other_time: 1.8879508972
epoch time: 6.9147930145s, input_fired_time: 0.0963049605, output_fired_time: 0.0000000000, propagate_forward_time: 6.4838528633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3346352577
validation[          , genome  7143] predictions:    9761/  10000 (97.61%), best:    9770/10000 (97.70%), error:       792.93054, best error:       753.19763 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 80.3571166992s, input_fired_time: 0.8620979786, output_fired_time: 0.5310281515, propagate_forward_time: 32.3602867126, propagate_backward_time: 44.7090034485, weight_update_time: 0.0966500118, other_time: 1.8946990967
epoch time: 6.7993993759s, input_fired_time: 0.0915972069, output_fired_time: 0.0000000000, propagate_forward_time: 6.3912835121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3165187836
validation[          , genome  7143] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       822.87073, best error:       753.19763 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 79.6193466187s, input_fired_time: 0.8410996199, output_fired_time: 0.5217486620, propagate_forward_time: 31.9756221771, propagate_backward_time: 44.4470977783, weight_update_time: 0.0940491408, other_time: 1.8337707520
epoch time: 6.8992075920s, input_fired_time: 0.0921589136, output_fired_time: 0.0000000000, propagate_forward_time: 6.4908652306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161835670
validation[          , genome  7143] predictions:    9752/  10000 (97.52%), best:    9770/10000 (97.70%), error:       838.01410, best error:       753.19763 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 78.6694107056s, input_fired_time: 0.8399766684, output_fired_time: 0.5102576613, propagate_forward_time: 31.6465969086, propagate_backward_time: 43.8864974976, weight_update_time: 0.0928546339, other_time: 1.7860870361
epoch time: 6.6859555244s, input_fired_time: 0.0887390226, output_fired_time: 0.0000000000, propagate_forward_time: 6.2921433449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3050732613
validation[          , genome  7143] predictions:    9671/  10000 (96.71%), best:    9770/10000 (97.70%), error:      1018.96216, best error:       753.19763 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 79.7218246460s, input_fired_time: 0.8503319025, output_fired_time: 0.5167698860, propagate_forward_time: 32.0475349426, propagate_backward_time: 44.4692916870, weight_update_time: 0.0944073498, other_time: 1.8378944397
epoch time: 6.7258601189s, input_fired_time: 0.0887952745, output_fired_time: 0.0000000000, propagate_forward_time: 6.3315114975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055534363
validation[          , genome  7143] predictions:    9721/  10000 (97.21%), best:    9770/10000 (97.70%), error:       912.80743, best error:       753.19763 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 78.6226959229s, input_fired_time: 0.8374133110, output_fired_time: 0.5111628175, propagate_forward_time: 31.6830768585, propagate_backward_time: 43.8138847351, weight_update_time: 0.0927650407, other_time: 1.7771644592
epoch time: 6.9161081314s, input_fired_time: 0.0979368314, output_fired_time: 0.0000000000, propagate_forward_time: 6.4866452217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3315262794
validation[          , genome  7143] predictions:    9732/  10000 (97.32%), best:    9770/10000 (97.70%), error:       860.14569, best error:       753.19763 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 79.6569290161s, input_fired_time: 0.8479947448, output_fired_time: 0.5144352913, propagate_forward_time: 31.9696674347, propagate_backward_time: 44.5020942688, weight_update_time: 0.0944007710, other_time: 1.8227424622
epoch time: 6.7611489296s, input_fired_time: 0.0911449939, output_fired_time: 0.0000000000, propagate_forward_time: 6.3552122116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3147916794
validation[          , genome  7143] predictions:    9761/  10000 (97.61%), best:    9770/10000 (97.70%), error:       821.69342, best error:       753.19763 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 79.0123062134s, input_fired_time: 0.8412861824, output_fired_time: 0.5113643408, propagate_forward_time: 31.7451744080, propagate_backward_time: 44.1104354858, weight_update_time: 0.0938958973, other_time: 1.8040428162
epoch time: 6.7748899460s, input_fired_time: 0.0912741944, output_fired_time: 0.0000000000, propagate_forward_time: 6.3686375618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3149781227
validation[          , genome  7143] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       822.44849, best error:       753.19763 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 79.8738174438s, input_fired_time: 0.8467068076, output_fired_time: 0.5166487098, propagate_forward_time: 32.1312980652, propagate_backward_time: 44.5193862915, weight_update_time: 0.0948004797, other_time: 1.8597755432
epoch time: 6.7291913033s, input_fired_time: 0.0895771831, output_fired_time: 0.0000000000, propagate_forward_time: 6.3336906433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3059234619
validation[          , genome  7143] predictions:    9743/  10000 (97.43%), best:    9770/10000 (97.70%), error:       831.06158, best error:       753.19763 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 78.5798339844s, input_fired_time: 0.8340810537, output_fired_time: 0.5100122690, propagate_forward_time: 31.6395168304, propagate_backward_time: 43.8224296570, weight_update_time: 0.0928516760, other_time: 1.7737922668
epoch time: 6.7211165428s, input_fired_time: 0.0888825208, output_fired_time: 0.0000000000, propagate_forward_time: 6.3245520592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076820374
validation[          , genome  7143] predictions:    9622/  10000 (96.22%), best:    9770/10000 (97.70%), error:      1248.18665, best error:       753.19763 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 78.8111038208s, input_fired_time: 0.8351620436, output_fired_time: 0.5112534761, propagate_forward_time: 31.6523685455, propagate_backward_time: 44.0226287842, weight_update_time: 0.1015416011, other_time: 1.7896957397
epoch time: 6.7398958206s, input_fired_time: 0.0913226232, output_fired_time: 0.0000000000, propagate_forward_time: 6.3385291100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100442886
validation[          , genome  7143] predictions:    9699/  10000 (96.99%), best:    9770/10000 (97.70%), error:      1001.53986, best error:       753.19763 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 79.2595138550s, input_fired_time: 0.8545107841, output_fired_time: 0.5145093203, propagate_forward_time: 31.8523254395, propagate_backward_time: 44.2417144775, weight_update_time: 0.0937797725, other_time: 1.7964553833
epoch time: 6.7783408165s, input_fired_time: 0.0871264413, output_fired_time: 0.0000000000, propagate_forward_time: 6.3866176605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3045969009
validation[          , genome  7143] predictions:    9764/  10000 (97.64%), best:    9770/10000 (97.70%), error:       815.42554, best error:       753.19763 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 78.7288665771s, input_fired_time: 0.8356087804, output_fired_time: 0.5114142299, propagate_forward_time: 31.7338943481, propagate_backward_time: 43.8531646729, weight_update_time: 0.1011954844, other_time: 1.7947845459
epoch time: 6.7599062920s, input_fired_time: 0.0917379409, output_fired_time: 0.0000000000, propagate_forward_time: 6.3575310707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106374741
validation[          , genome  7143] predictions:    9737/  10000 (97.37%), best:    9770/10000 (97.70%), error:       883.81494, best error:       753.19763 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 78.9901275635s, input_fired_time: 0.8343200088, output_fired_time: 0.5160584450, propagate_forward_time: 31.8966979980, propagate_backward_time: 43.9440689087, weight_update_time: 0.0947390273, other_time: 1.7989807129
epoch time: 6.7761263847s, input_fired_time: 0.0912674218, output_fired_time: 0.0000000000, propagate_forward_time: 6.3670001030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178586960
validation[          , genome  7143] predictions:    9768/  10000 (97.68%), best:    9770/10000 (97.70%), error:       785.05267, best error:       753.19763 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 78.7594604492s, input_fired_time: 0.8350735307, output_fired_time: 0.5120347142, propagate_forward_time: 31.6846103668, propagate_backward_time: 43.9370384216, weight_update_time: 0.0938889608, other_time: 1.7907066345
epoch time: 6.8017563820s, input_fired_time: 0.0905431509, output_fired_time: 0.0000000000, propagate_forward_time: 6.3871793747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240337372
validation[          , genome  7143] predictions:    9744/  10000 (97.44%), best:    9770/10000 (97.70%), error:       812.29633, best error:       753.19763 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 78.9102249146s, input_fired_time: 0.8351226449, output_fired_time: 0.5126712322, propagate_forward_time: 31.7459716797, propagate_backward_time: 44.0279655457, weight_update_time: 0.0938952565, other_time: 1.7884941101
epoch time: 6.7466788292s, input_fired_time: 0.0904455483, output_fired_time: 0.0000000000, propagate_forward_time: 6.3448796272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113536835
validation[          , genome  7143] predictions:    9730/  10000 (97.30%), best:    9770/10000 (97.70%), error:       877.29187, best error:       753.19763 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 78.8641967773s, input_fired_time: 0.8399936557, output_fired_time: 0.5118476748, propagate_forward_time: 31.8111381531, propagate_backward_time: 43.9125366211, weight_update_time: 0.0939370468, other_time: 1.7886772156
epoch time: 6.7360191345s, input_fired_time: 0.0902317837, output_fired_time: 0.0000000000, propagate_forward_time: 6.3379473686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3078398705
validation[          , genome  7143] predictions:    9719/  10000 (97.19%), best:    9770/10000 (97.70%), error:       917.27966, best error:       753.19763 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 78.7047882080s, input_fired_time: 0.8428972960, output_fired_time: 0.5156791806, propagate_forward_time: 31.6779842377, propagate_backward_time: 43.8819808960, weight_update_time: 0.0930358469, other_time: 1.7862472534
epoch time: 6.7213063240s, input_fired_time: 0.0908685848, output_fired_time: 0.0000000000, propagate_forward_time: 6.3241314888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3063063622
validation[          , genome  7143] predictions:    9760/  10000 (97.60%), best:    9770/10000 (97.70%), error:       790.31219, best error:       753.19763 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 78.6372680664s, input_fired_time: 0.8465393186, output_fired_time: 0.5130259395, propagate_forward_time: 31.6242256165, propagate_backward_time: 43.8645362854, weight_update_time: 0.0925759301, other_time: 1.7889404297
epoch time: 6.7316007614s, input_fired_time: 0.0921906084, output_fired_time: 0.0000000000, propagate_forward_time: 6.3286004066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108096123
validation[          , genome  7143] predictions:    9750/  10000 (97.50%), best:    9770/10000 (97.70%), error:       816.56055, best error:       753.19763 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 78.8085632324s, input_fired_time: 0.8455832601, output_fired_time: 0.5118851662, propagate_forward_time: 31.7450485229, propagate_backward_time: 43.9171066284, weight_update_time: 0.0928988159, other_time: 1.7889404297
epoch time: 6.7423567772s, input_fired_time: 0.0917005762, output_fired_time: 0.0000000000, propagate_forward_time: 6.3312444687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194117546
validation[          , genome  7143] predictions:    9711/  10000 (97.11%), best:    9770/10000 (97.70%), error:       988.13019, best error:       753.19763 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 78.7213592529s, input_fired_time: 0.8345361948, output_fired_time: 0.5099577308, propagate_forward_time: 31.6934585571, propagate_backward_time: 43.8821144104, weight_update_time: 0.0936181918, other_time: 1.8012962341
epoch time: 6.7187528610s, input_fired_time: 0.0896597058, output_fired_time: 0.0000000000, propagate_forward_time: 6.3213286400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077645302
validation[          , genome  7143] predictions:    9628/  10000 (96.28%), best:    9770/10000 (97.70%), error:      1278.13525, best error:       753.19763 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 78.8750610352s, input_fired_time: 0.8432920575, output_fired_time: 0.5116911530, propagate_forward_time: 31.6914997101, propagate_backward_time: 44.0042076111, weight_update_time: 0.0940998569, other_time: 1.8243751526
epoch time: 6.7554149628s, input_fired_time: 0.0929573253, output_fired_time: 0.0000000000, propagate_forward_time: 6.3521499634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103075027
validation[          , genome  7143] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       823.15771, best error:       753.19763 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 78.7962646484s, input_fired_time: 0.8357508779, output_fired_time: 0.5315741897, propagate_forward_time: 31.7754192352, propagate_backward_time: 43.8696823120, weight_update_time: 0.0939704329, other_time: 1.7838363647
epoch time: 6.7444133759s, input_fired_time: 0.0902534872, output_fired_time: 0.0000000000, propagate_forward_time: 6.3414940834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3126659393
validation[          , genome  7143] predictions:    9713/  10000 (97.13%), best:    9770/10000 (97.70%), error:       888.66791, best error:       753.19763 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 78.8989028931s, input_fired_time: 0.8705986738, output_fired_time: 0.5110219121, propagate_forward_time: 31.7638301849, propagate_backward_time: 43.9599380493, weight_update_time: 0.0944901407, other_time: 1.7935104370
epoch time: 6.7391519547s, input_fired_time: 0.0899320692, output_fired_time: 0.0000000000, propagate_forward_time: 6.3437323570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3054876328
validation[          , genome  7143] predictions:    9737/  10000 (97.37%), best:    9770/10000 (97.70%), error:       915.34753, best error:       753.19763 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 78.3307189941s, input_fired_time: 0.8417878151, output_fired_time: 0.5093342662, propagate_forward_time: 31.5614566803, propagate_backward_time: 43.6521339417, weight_update_time: 0.0925190076, other_time: 1.7660102844
epoch time: 6.7344903946s, input_fired_time: 0.0923286378, output_fired_time: 0.0000000000, propagate_forward_time: 6.3281502724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3140115738
validation[          , genome  7143] predictions:    9704/  10000 (97.04%), best:    9770/10000 (97.70%), error:       945.68414, best error:       753.19763 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 78.7191390991s, input_fired_time: 0.8528308272, output_fired_time: 0.5116423965, propagate_forward_time: 31.6508045197, propagate_backward_time: 43.9160766602, weight_update_time: 0.0932751298, other_time: 1.7877883911
epoch time: 6.7085766792s, input_fired_time: 0.0895315856, output_fired_time: 0.0000000000, propagate_forward_time: 6.3114838600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3075613976
validation[          , genome  7143] predictions:    9705/  10000 (97.05%), best:    9770/10000 (97.70%), error:       985.60272, best error:       753.19763 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 78.7660827637s, input_fired_time: 0.8429700136, output_fired_time: 0.5186628103, propagate_forward_time: 31.6486053467, propagate_backward_time: 43.9703941345, weight_update_time: 0.0943356827, other_time: 1.7854499817
epoch time: 6.7329630852s, input_fired_time: 0.0903439596, output_fired_time: 0.0000000000, propagate_forward_time: 6.3315052986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3111138344
validation[          , genome  7143] predictions:    9709/  10000 (97.09%), best:    9770/10000 (97.70%), error:       963.81927, best error:       753.19763 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 79.2299118042s, input_fired_time: 0.8456999660, output_fired_time: 0.5125075579, propagate_forward_time: 31.9135837555, propagate_backward_time: 44.1731758118, weight_update_time: 0.0932549834, other_time: 1.7849464417
epoch time: 6.7934489250s, input_fired_time: 0.0910920799, output_fired_time: 0.0000000000, propagate_forward_time: 6.3919258118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104310036
validation[          , genome  7143] predictions:    9595/  10000 (95.95%), best:    9770/10000 (97.70%), error:      1231.05981, best error:       753.19763 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 79.3064727783s, input_fired_time: 0.8539416194, output_fired_time: 0.5151668787, propagate_forward_time: 31.9809722900, propagate_backward_time: 44.1562805176, weight_update_time: 0.0935582146, other_time: 1.8001098633
epoch time: 6.7437124252s, input_fired_time: 0.0921092480, output_fired_time: 0.0000000000, propagate_forward_time: 6.3410067558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3105964661
validation[          , genome  7143] predictions:    9725/  10000 (97.25%), best:    9770/10000 (97.70%), error:       856.94592, best error:       753.19763 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 79.2314529419s, input_fired_time: 0.8529239893, output_fired_time: 0.5141366720, propagate_forward_time: 31.8244075775, propagate_backward_time: 44.2163848877, weight_update_time: 0.0932807103, other_time: 1.8236007690
epoch time: 6.7246756554s, input_fired_time: 0.0921153128, output_fired_time: 0.0000000000, propagate_forward_time: 6.3220796585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104805946
validation[          , genome  7143] predictions:    9703/  10000 (97.03%), best:    9770/10000 (97.70%), error:       962.69604, best error:       753.19763 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 80.8804473877s, input_fired_time: 0.8793435097, output_fired_time: 0.5321128368, propagate_forward_time: 32.4212112427, propagate_backward_time: 45.1733436584, weight_update_time: 0.0960881263, other_time: 1.8744392395
epoch time: 6.7117071152s, input_fired_time: 0.0909319445, output_fired_time: 0.0000000000, propagate_forward_time: 6.3104262352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103489876
validation[          , genome  7143] predictions:    9720/  10000 (97.20%), best:    9770/10000 (97.70%), error:       907.33929, best error:       753.19763 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 79.6565856934s, input_fired_time: 0.8546069264, output_fired_time: 0.5159957409, propagate_forward_time: 32.0346794128, propagate_backward_time: 44.4354743958, weight_update_time: 0.0946697891, other_time: 1.8158264160
epoch time: 6.8435049057s, input_fired_time: 0.0945696384, output_fired_time: 0.0000000000, propagate_forward_time: 6.4257369041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3231983185
validation[          , genome  7143] predictions:    9753/  10000 (97.53%), best:    9770/10000 (97.70%), error:       783.60358, best error:       753.19763 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 80.4943542480s, input_fired_time: 0.8578473330, output_fired_time: 0.5201859474, propagate_forward_time: 32.2778930664, propagate_backward_time: 44.9075698853, weight_update_time: 0.0955843255, other_time: 1.9308547974
epoch time: 6.7470369339s, input_fired_time: 0.0902722925, output_fired_time: 0.0000000000, propagate_forward_time: 6.3505301476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3062343597
validation[          , genome  7143] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       753.00275, best error:       753.00275 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 78.7454833984s, input_fired_time: 0.8442195654, output_fired_time: 0.5117586851, propagate_forward_time: 31.7564907074, propagate_backward_time: 43.8472671509, weight_update_time: 0.0932067782, other_time: 1.7857437134
epoch time: 6.7295451164s, input_fired_time: 0.0906747654, output_fired_time: 0.0000000000, propagate_forward_time: 6.3334889412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053812981
validation[          , genome  7143] predictions:    9702/  10000 (97.02%), best:    9772/10000 (97.72%), error:       918.86151, best error:       753.00275 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 79.4101486206s, input_fired_time: 0.8588632345, output_fired_time: 0.5268765092, propagate_forward_time: 32.0079689026, propagate_backward_time: 44.2120513916, weight_update_time: 0.1020354927, other_time: 1.8043861389
epoch time: 6.8222942352s, input_fired_time: 0.0914818123, output_fired_time: 0.0000000000, propagate_forward_time: 6.4226646423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081479073
validation[          , genome  7143] predictions:    9720/  10000 (97.20%), best:    9772/10000 (97.72%), error:       914.27423, best error:       753.00275 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 78.9351425171s, input_fired_time: 0.8468728065, output_fired_time: 0.5113885403, propagate_forward_time: 31.8365020752, propagate_backward_time: 43.9537582397, weight_update_time: 0.0935378522, other_time: 1.7866210938
epoch time: 6.7175788879s, input_fired_time: 0.0913779959, output_fired_time: 0.0000000000, propagate_forward_time: 6.3160343170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101663589
validation[          , genome  7143] predictions:    9723/  10000 (97.23%), best:    9772/10000 (97.72%), error:       866.54376, best error:       753.00275 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 78.7820129395s, input_fired_time: 0.8581732512, output_fired_time: 0.5111241937, propagate_forward_time: 31.7407436371, propagate_backward_time: 43.8897399902, weight_update_time: 0.0937804580, other_time: 1.7822341919
epoch time: 6.7229747772s, input_fired_time: 0.0911702141, output_fired_time: 0.0000000000, propagate_forward_time: 6.3276658058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3041386604
validation[          , genome  7143] predictions:    9724/  10000 (97.24%), best:    9772/10000 (97.72%), error:       877.53375, best error:       753.00275 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 79.2573699951s, input_fired_time: 0.8416565061, output_fired_time: 0.5117174387, propagate_forward_time: 32.0297737122, propagate_backward_time: 44.0902252197, weight_update_time: 0.0937040523, other_time: 1.7839927673
epoch time: 6.7564630508s, input_fired_time: 0.0927467272, output_fired_time: 0.0000000000, propagate_forward_time: 6.3491792679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3145370483
validation[          , genome  7143] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       737.79999, best error:       737.79999 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 78.9615325928s, input_fired_time: 0.8453879952, output_fired_time: 0.5132867694, propagate_forward_time: 31.8019657135, propagate_backward_time: 44.0184402466, weight_update_time: 0.0944206342, other_time: 1.7824478149
epoch time: 6.7996401787s, input_fired_time: 0.0930537209, output_fired_time: 0.0000000000, propagate_forward_time: 6.3901534081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164329529
validation[          , genome  7143] predictions:    9706/  10000 (97.06%), best:    9771/10000 (97.71%), error:      1007.74890, best error:       737.79999 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 79.2426376343s, input_fired_time: 0.8492105603, output_fired_time: 0.5154920816, propagate_forward_time: 31.9199047089, propagate_backward_time: 44.1848106384, weight_update_time: 0.0933202729, other_time: 1.7732124329
epoch time: 6.6940178871s, input_fired_time: 0.0898447856, output_fired_time: 0.0000000000, propagate_forward_time: 6.3003807068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3037924767
validation[          , genome  7143] predictions:    9722/  10000 (97.22%), best:    9771/10000 (97.71%), error:       933.60754, best error:       737.79999 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 78.7132644653s, input_fired_time: 0.8496258259, output_fired_time: 0.5113304257, propagate_forward_time: 31.7240715027, propagate_backward_time: 43.8404197693, weight_update_time: 0.0932062641, other_time: 1.7878189087
epoch time: 6.7463965416s, input_fired_time: 0.0921487138, output_fired_time: 0.0000000000, propagate_forward_time: 6.3439412117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103065491
validation[          , genome  7143] predictions:    9730/  10000 (97.30%), best:    9771/10000 (97.71%), error:       886.02405, best error:       737.79999 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 78.8153610229s, input_fired_time: 0.8470752239, output_fired_time: 0.5114489198, propagate_forward_time: 31.7332744598, propagate_backward_time: 43.9400749207, weight_update_time: 0.1015520394, other_time: 1.7834815979
epoch time: 6.7031383514s, input_fired_time: 0.0903816968, output_fired_time: 0.0000000000, propagate_forward_time: 6.3088555336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3039011955
validation[          , genome  7143] predictions:    9756/  10000 (97.56%), best:    9771/10000 (97.71%), error:       809.31866, best error:       737.79999 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 78.8811950684s, input_fired_time: 0.8546665311, output_fired_time: 0.5097591877, propagate_forward_time: 31.8570156097, propagate_backward_time: 43.8689498901, weight_update_time: 0.0931808949, other_time: 1.7908020020
epoch time: 6.8382782936s, input_fired_time: 0.0952731743, output_fired_time: 0.0000000000, propagate_forward_time: 6.4328393936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101658821
validation[          , genome  7143] predictions:    9719/  10000 (97.19%), best:    9771/10000 (97.71%), error:       874.23315, best error:       737.79999 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 78.5444869995s, input_fired_time: 0.8442915678, output_fired_time: 0.5350213051, propagate_forward_time: 31.6419200897, propagate_backward_time: 43.7322502136, weight_update_time: 0.0928160772, other_time: 1.7910041809
epoch time: 6.7471551895s, input_fired_time: 0.0908332989, output_fired_time: 0.0000000000, propagate_forward_time: 6.3528170586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3035049438
validation[          , genome  7143] predictions:    9763/  10000 (97.63%), best:    9771/10000 (97.71%), error:       835.51416, best error:       737.79999 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 78.6699447632s, input_fired_time: 0.8492504954, output_fired_time: 0.5112513304, propagate_forward_time: 31.6786327362, propagate_backward_time: 43.8566970825, weight_update_time: 0.0934706926, other_time: 1.7741088867
epoch time: 6.6995759010s, input_fired_time: 0.0911292881, output_fired_time: 0.0000000000, propagate_forward_time: 6.3036389351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3048076630
validation[          , genome  7143] predictions:    9746/  10000 (97.46%), best:    9771/10000 (97.71%), error:       853.29376, best error:       737.79999 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 78.4551696777s, input_fired_time: 0.8507817984, output_fired_time: 0.5104550719, propagate_forward_time: 31.6058158875, propagate_backward_time: 43.7272262573, weight_update_time: 0.0929295719, other_time: 1.7608909607
epoch time: 6.7777585983s, input_fired_time: 0.0918925777, output_fired_time: 0.0000000000, propagate_forward_time: 6.3814191818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3044466972
validation[          , genome  7143] predictions:    9743/  10000 (97.43%), best:    9771/10000 (97.71%), error:       840.82275, best error:       737.79999 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 78.7558517456s, input_fired_time: 0.8497174382, output_fired_time: 0.5132216215, propagate_forward_time: 31.7033672333, propagate_backward_time: 43.9057312012, weight_update_time: 0.0940909907, other_time: 1.7838134766
epoch time: 6.7518963814s, input_fired_time: 0.0932353064, output_fired_time: 0.0000000000, propagate_forward_time: 6.3466663361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3119945526
validation[          , genome  7143] predictions:    9727/  10000 (97.27%), best:    9771/10000 (97.71%), error:       861.78186, best error:       737.79999 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 78.6534118652s, input_fired_time: 0.8472028971, output_fired_time: 0.5096253753, propagate_forward_time: 31.6307392120, propagate_backward_time: 43.8947067261, weight_update_time: 0.0934793800, other_time: 1.7711334229
epoch time: 6.8127355576s, input_fired_time: 0.0924009234, output_fired_time: 0.0000000000, propagate_forward_time: 6.3760371208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3442974091
validation[          , genome  7143] predictions:    9731/  10000 (97.31%), best:    9771/10000 (97.71%), error:       882.67017, best error:       737.79999 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 78.6188735962s, input_fired_time: 0.8532874584, output_fired_time: 0.5104494095, propagate_forward_time: 31.7598667145, propagate_backward_time: 43.7182617188, weight_update_time: 0.0928404406, other_time: 1.7770080566
epoch time: 6.7190065384s, input_fired_time: 0.0909607559, output_fired_time: 0.0000000000, propagate_forward_time: 6.3145880699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134574890
validation[          , genome  7143] predictions:    9712/  10000 (97.12%), best:    9771/10000 (97.71%), error:       932.33221, best error:       737.79999 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 78.9605178833s, input_fired_time: 0.8589705229, output_fired_time: 0.5118322968, propagate_forward_time: 31.8100605011, propagate_backward_time: 44.0138473511, weight_update_time: 0.0928978473, other_time: 1.7658081055
epoch time: 6.7590761185s, input_fired_time: 0.0937586576, output_fired_time: 0.0000000000, propagate_forward_time: 6.3538360596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114814758
validation[          , genome  7143] predictions:    9751/  10000 (97.51%), best:    9771/10000 (97.71%), error:       840.92554, best error:       737.79999 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 78.9383926392s, input_fired_time: 0.8486639261, output_fired_time: 0.5114893913, propagate_forward_time: 31.7594146729, propagate_backward_time: 44.0147056580, weight_update_time: 0.0937689990, other_time: 1.8041191101
epoch time: 6.7652440071s, input_fired_time: 0.0920746103, output_fired_time: 0.0000000000, propagate_forward_time: 6.3629398346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102297783
validation[          , genome  7143] predictions:    9758/  10000 (97.58%), best:    9771/10000 (97.71%), error:       793.79559, best error:       737.79999 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 78.8577346802s, input_fired_time: 0.8546555042, output_fired_time: 0.5118007064, propagate_forward_time: 31.7557678223, propagate_backward_time: 43.9384117126, weight_update_time: 0.0938760862, other_time: 1.7971000671
epoch time: 6.7190213203s, input_fired_time: 0.0928847939, output_fired_time: 0.0000000000, propagate_forward_time: 6.3224682808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3036680222
validation[          , genome  7143] predictions:    9738/  10000 (97.38%), best:    9771/10000 (97.71%), error:       832.79987, best error:       737.79999 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 78.6687316895s, input_fired_time: 0.8481594324, output_fired_time: 0.5185261965, propagate_forward_time: 31.7106151581, propagate_backward_time: 43.8180007935, weight_update_time: 0.0929595083, other_time: 1.7734298706
epoch time: 6.7516984940s, input_fired_time: 0.0924918130, output_fired_time: 0.0000000000, propagate_forward_time: 6.3543553352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3048515320
validation[          , genome  7143] predictions:    9761/  10000 (97.61%), best:    9771/10000 (97.71%), error:       779.89557, best error:       737.79999 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 79.3916778564s, input_fired_time: 0.8578675985, output_fired_time: 0.5128453970, propagate_forward_time: 31.9757041931, propagate_backward_time: 44.2268638611, weight_update_time: 0.0936097205, other_time: 1.8183975220
epoch time: 6.7160730362s, input_fired_time: 0.0928169042, output_fired_time: 0.0000000000, propagate_forward_time: 6.3155136108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077425957
validation[          , genome  7143] predictions:    9732/  10000 (97.32%), best:    9771/10000 (97.71%), error:       861.52655, best error:       737.79999 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 79.2887649536s, input_fired_time: 0.8724679351, output_fired_time: 0.5129146576, propagate_forward_time: 31.9694938660, propagate_backward_time: 44.1499328613, weight_update_time: 0.0932829604, other_time: 1.7839546204
epoch time: 6.7754092216s, input_fired_time: 0.0923571512, output_fired_time: 0.0000000000, propagate_forward_time: 6.3765506744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065013885
validation[          , genome  7143] predictions:    9721/  10000 (97.21%), best:    9771/10000 (97.71%), error:       886.18164, best error:       737.79999 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 79.1633224487s, input_fired_time: 0.8560154438, output_fired_time: 0.5279231071, propagate_forward_time: 31.8312301636, propagate_backward_time: 44.1432342529, weight_update_time: 0.0942423567, other_time: 1.8049163818
epoch time: 6.8097200394s, input_fired_time: 0.0946780071, output_fired_time: 0.0000000000, propagate_forward_time: 6.3976964951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3173456192
validation[          , genome  7143] predictions:    9712/  10000 (97.12%), best:    9771/10000 (97.71%), error:       931.33838, best error:       737.79999 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 78.5695037842s, input_fired_time: 0.8562894464, output_fired_time: 0.5105880499, propagate_forward_time: 31.6239624023, propagate_backward_time: 43.8040962219, weight_update_time: 0.0933577120, other_time: 1.7745628357
epoch time: 6.7749857903s, input_fired_time: 0.0944010839, output_fired_time: 0.0000000000, propagate_forward_time: 6.3649115562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156733513
validation[          , genome  7143] predictions:    9746/  10000 (97.46%), best:    9771/10000 (97.71%), error:       862.04370, best error:       737.79999 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 78.9841537476s, input_fired_time: 0.8546316624, output_fired_time: 0.5196512341, propagate_forward_time: 31.8068103790, propagate_backward_time: 43.9799957275, weight_update_time: 0.0940537900, other_time: 1.8230667114
epoch time: 6.7295374870s, input_fired_time: 0.0926331431, output_fired_time: 0.0000000000, propagate_forward_time: 6.3259391785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3109650612
validation[          , genome  7143] predictions:    9752/  10000 (97.52%), best:    9771/10000 (97.71%), error:       838.26111, best error:       737.79999 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 78.7831420898s, input_fired_time: 0.8541066647, output_fired_time: 0.5119254589, propagate_forward_time: 31.6915893555, propagate_backward_time: 43.9577178955, weight_update_time: 0.0932656601, other_time: 1.7678070068
epoch time: 6.7640333176s, input_fired_time: 0.0930726081, output_fired_time: 0.0000000000, propagate_forward_time: 6.3599352837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110256195
validation[          , genome  7143] predictions:    9726/  10000 (97.26%), best:    9771/10000 (97.71%), error:       921.83350, best error:       737.79999 on epoch:    79, 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: 33.9827156067s, input_fired_time: 0.4666557312, output_fired_time: 0.0000000000, propagate_forward_time: 31.8888473511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6272125244
best training[          , genome  7143] predictions:   49659/  50000 (99.32%), best:    9771/10000 (97.71%), error:      1417.42773, best error:       737.79999 on epoch:    79, 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: 6.7183270454s, input_fired_time: 0.0908422098, output_fired_time: 0.0000000000, propagate_forward_time: 6.3131008148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3143839836
   testing[          , genome  7143] predictions:    9782/  10000 (97.82%), best:    9771/10000 (97.71%), error:       714.49323, best error:       737.79999 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:41:23 (16894): called boinc_finish(0)

</stderr_txt>
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