Nameexact_genome_1508499903_21_14511_0
Workunit2262918
Created24 Oct 2017, 7:23:34 UTC
Sent24 Oct 2017, 7:48:59 UTC
Report deadline12 Dec 2017, 3:40:10 UTC
Received27 Oct 2017, 9:43:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 days 1 hours 7 min 4 sec
CPU time1 days 0 hours 54 min 29 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size174.13 MB
Peak swap size175.13 MB
Peak disk usage3.38 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
9810/  10000 (98.10%), best:    9842/10000 (98.42%), error:       653.61456, best error:       509.38199 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 812.3853149414s, input_fired_time: 10.1493129730, output_fired_time: 7.6830635071, propagate_forward_time: 305.0817260742, propagate_backward_time: 479.1112670898, weight_update_time: 0.7316497564, other_time: 10.3599853516
epoch time: 63.9134025574s, input_fired_time: 1.1116139889, output_fired_time: 0.0000000000, propagate_forward_time: 60.9388198853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8629684448
validation[          , genome 14511] predictions:    9842/  10000 (98.42%), best:    9842/10000 (98.42%), error:       520.16028, best error:       509.38199 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 810.9771118164s, input_fired_time: 10.1428279877, output_fired_time: 7.6650090218, propagate_forward_time: 303.9943542480, propagate_backward_time: 478.7967529297, weight_update_time: 0.7235333323, other_time: 10.3781433105
epoch time: 64.0040435791s, input_fired_time: 1.1100249290, output_fired_time: 0.0000000000, propagate_forward_time: 61.0305519104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8634681702
validation[          , genome 14511] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       509.22937, best error:       509.22937 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 812.6508178711s, input_fired_time: 10.2248163223, output_fired_time: 7.7080197334, propagate_forward_time: 305.4430847168, propagate_backward_time: 478.8976440430, weight_update_time: 0.7234157920, other_time: 10.3772888184
epoch time: 64.4667129517s, input_fired_time: 1.1104092598, output_fired_time: 0.0000000000, propagate_forward_time: 61.4646873474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8916168213
validation[          , genome 14511] predictions:    9793/  10000 (97.93%), best:    9849/10000 (98.49%), error:       613.07184, best error:       509.22937 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 820.1121215820s, input_fired_time: 10.2097711563, output_fired_time: 7.7365417480, propagate_forward_time: 307.7962951660, propagate_backward_time: 483.9945678711, weight_update_time: 0.7272452712, other_time: 10.3749084473
epoch time: 64.5744705200s, input_fired_time: 1.1211705208, output_fired_time: 0.0000000000, propagate_forward_time: 61.5780105591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8752899170
validation[          , genome 14511] predictions:    9816/  10000 (98.16%), best:    9849/10000 (98.49%), error:       572.32648, best error:       509.22937 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 825.3497924805s, input_fired_time: 10.2761240005, output_fired_time: 7.7667551041, propagate_forward_time: 310.1857910156, propagate_backward_time: 486.6543273926, weight_update_time: 0.7288015485, other_time: 10.4667663574
epoch time: 64.6553802490s, input_fired_time: 1.1225568056, output_fired_time: 0.0000000000, propagate_forward_time: 61.6463661194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8864555359
validation[          , genome 14511] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       494.49307, best error:       494.49307 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 820.7575073242s, input_fired_time: 10.2313060760, output_fired_time: 7.7345848083, propagate_forward_time: 308.4057922363, propagate_backward_time: 483.9941101074, weight_update_time: 0.7289459109, other_time: 10.3917236328
epoch time: 64.6431579590s, input_fired_time: 1.1190121174, output_fired_time: 0.0000000000, propagate_forward_time: 61.6802520752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8438949585
validation[          , genome 14511] predictions:    9819/  10000 (98.19%), best:    9843/10000 (98.43%), error:       546.46057, best error:       494.49307 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 821.0954589844s, input_fired_time: 10.2196035385, output_fired_time: 7.7441973686, propagate_forward_time: 308.3520202637, propagate_backward_time: 484.3811340332, weight_update_time: 0.7280980945, other_time: 10.3984985352
epoch time: 64.6488037109s, input_fired_time: 1.1156494617, output_fired_time: 0.0000000000, propagate_forward_time: 61.6548538208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8782997131
validation[          , genome 14511] predictions:    9827/  10000 (98.27%), best:    9843/10000 (98.43%), error:       566.76880, best error:       494.49307 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 824.0777587891s, input_fired_time: 10.3084754944, output_fired_time: 7.7457380295, propagate_forward_time: 309.8371276855, propagate_backward_time: 485.7459106445, weight_update_time: 0.7284679413, other_time: 10.4405212402
epoch time: 64.7539978027s, input_fired_time: 1.1298286915, output_fired_time: 0.0000000000, propagate_forward_time: 61.7345085144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8896598816
validation[          , genome 14511] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       457.73761, best error:       457.73761 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 821.5592651367s, input_fired_time: 10.2762861252, output_fired_time: 7.7332015038, propagate_forward_time: 308.7992858887, propagate_backward_time: 484.2279663086, weight_update_time: 0.7290405035, other_time: 10.5224914551
epoch time: 64.5030288696s, input_fired_time: 1.1218172312, output_fired_time: 0.0000000000, propagate_forward_time: 61.4034614563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9777488708
validation[          , genome 14511] predictions:    9817/  10000 (98.17%), best:    9861/10000 (98.61%), error:       606.26300, best error:       457.73761 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 822.2604370117s, input_fired_time: 10.3182373047, output_fired_time: 7.7277994156, propagate_forward_time: 309.2510986328, propagate_backward_time: 484.3356933594, weight_update_time: 0.7260494828, other_time: 10.6276245117
epoch time: 64.7148437500s, input_fired_time: 1.1192042828, output_fired_time: 0.0000000000, propagate_forward_time: 61.6993713379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8962669373
validation[          , genome 14511] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       409.63632, best error:       409.63632 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 819.8317871094s, input_fired_time: 10.3024387360, output_fired_time: 7.7381753922, propagate_forward_time: 308.8436584473, propagate_backward_time: 482.1688842773, weight_update_time: 0.7389559150, other_time: 10.7786560059
epoch time: 65.3827590942s, input_fired_time: 1.1464819908, output_fired_time: 0.0000000000, propagate_forward_time: 62.3386192322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8976554871
validation[          , genome 14511] predictions:    9854/  10000 (98.54%), best:    9879/10000 (98.79%), error:       449.83170, best error:       409.63632 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 841.8860473633s, input_fired_time: 10.5521612167, output_fired_time: 7.9268827438, propagate_forward_time: 315.8429565430, propagate_backward_time: 496.7912597656, weight_update_time: 0.7574419379, other_time: 10.7727661133
epoch time: 64.8816375732s, input_fired_time: 1.1336419582, output_fired_time: 0.0000000000, propagate_forward_time: 61.8459014893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9020957947
validation[          , genome 14511] predictions:    9835/  10000 (98.35%), best:    9879/10000 (98.79%), error:       529.16895, best error:       409.63632 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 824.0034179688s, input_fired_time: 10.3189735413, output_fired_time: 7.7881989479, propagate_forward_time: 309.3536682129, propagate_backward_time: 486.0767517090, weight_update_time: 0.7319430113, other_time: 10.4658203125
epoch time: 64.7851486206s, input_fired_time: 1.1293017864, output_fired_time: 0.0000000000, propagate_forward_time: 61.7845115662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8713340759
validation[          , genome 14511] predictions:    9878/  10000 (98.78%), best:    9879/10000 (98.79%), error:       428.87772, best error:       409.63632 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 824.7608032227s, input_fired_time: 10.3293981552, output_fired_time: 7.7916822433, propagate_forward_time: 309.8883056641, propagate_backward_time: 486.2425842285, weight_update_time: 0.7327858806, other_time: 10.5088195801
epoch time: 64.8666534424s, input_fired_time: 1.1267247200, output_fired_time: 0.0000000000, propagate_forward_time: 61.8716201782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8683090210
validation[          , genome 14511] predictions:    9849/  10000 (98.49%), best:    9879/10000 (98.79%), error:       422.14008, best error:       409.63632 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 830.2283935547s, input_fired_time: 10.3537950516, output_fired_time: 7.8149566650, propagate_forward_time: 310.8144226074, propagate_backward_time: 490.7383117676, weight_update_time: 0.7419711947, other_time: 10.5068969727
epoch time: 67.3450088501s, input_fired_time: 1.1719961166, output_fired_time: 0.0000000000, propagate_forward_time: 64.1778488159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9951629639
validation[          , genome 14511] predictions:    9845/  10000 (98.45%), best:    9879/10000 (98.79%), error:       469.65820, best error:       409.63632 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 848.7957763672s, input_fired_time: 10.6830768585, output_fired_time: 7.8646497726, propagate_forward_time: 319.2657775879, propagate_backward_time: 500.1820678711, weight_update_time: 0.7715258002, other_time: 10.8002014160
epoch time: 67.7750091553s, input_fired_time: 1.1924256086, output_fired_time: 0.0000000000, propagate_forward_time: 64.6078262329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9747543335
validation[          , genome 14511] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       407.48563, best error:       407.48563 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 832.2082519531s, input_fired_time: 10.4439125061, output_fired_time: 7.8670320511, propagate_forward_time: 312.5374145508, propagate_backward_time: 490.7292785645, weight_update_time: 0.7427897453, other_time: 10.6306457520
epoch time: 64.4581756592s, input_fired_time: 1.1297750473, output_fired_time: 0.0000000000, propagate_forward_time: 61.4316406250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8967590332
validation[          , genome 14511] predictions:    9866/  10000 (98.66%), best:    9868/10000 (98.68%), error:       440.23694, best error:       407.48563 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 823.2217407227s, input_fired_time: 10.3022775650, output_fired_time: 7.7517900467, propagate_forward_time: 308.7591552734, propagate_backward_time: 485.9975891113, weight_update_time: 0.7416957021, other_time: 10.4109191895
epoch time: 64.9128112793s, input_fired_time: 1.1358557940, output_fired_time: 0.0000000000, propagate_forward_time: 61.9037513733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8732032776
validation[          , genome 14511] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       395.05652, best error:       395.05652 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 839.1873779297s, input_fired_time: 10.5622272491, output_fired_time: 7.9741439819, propagate_forward_time: 314.9666442871, propagate_backward_time: 495.1078796387, weight_update_time: 0.7316826582, other_time: 10.5764770508
epoch time: 64.8384780884s, input_fired_time: 1.1394821405, output_fired_time: 0.0000000000, propagate_forward_time: 61.8240547180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8749427795
validation[          , genome 14511] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       370.91373, best error:       370.91373 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 825.4672851562s, input_fired_time: 10.3630905151, output_fired_time: 7.8027577400, propagate_forward_time: 309.5244140625, propagate_backward_time: 487.3853454590, weight_update_time: 0.7343031764, other_time: 10.3916931152
epoch time: 64.8457107544s, input_fired_time: 1.1411322355, output_fired_time: 0.0000000000, propagate_forward_time: 61.8019409180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9026374817
validation[          , genome 14511] predictions:    9884/  10000 (98.84%), best:    9881/10000 (98.81%), error:       379.09784, best error:       370.91373 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 823.5027465820s, input_fired_time: 10.3469438553, output_fired_time: 7.7736959457, propagate_forward_time: 308.6557922363, propagate_backward_time: 486.3166809082, weight_update_time: 0.7339926362, other_time: 10.4096679688
epoch time: 64.7733459473s, input_fired_time: 1.1300476789, output_fired_time: 0.0000000000, propagate_forward_time: 61.7693634033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8739356995
validation[          , genome 14511] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       401.85190, best error:       370.91373 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 823.8643798828s, input_fired_time: 10.3428840637, output_fired_time: 7.7564587593, propagate_forward_time: 309.8669128418, propagate_backward_time: 485.4465332031, weight_update_time: 0.7318360209, other_time: 10.4515686035
epoch time: 64.7983474731s, input_fired_time: 1.1379679441, output_fired_time: 0.0000000000, propagate_forward_time: 61.7713966370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8889846802
validation[          , genome 14511] predictions:    9858/  10000 (98.58%), best:    9881/10000 (98.81%), error:       443.84360, best error:       370.91373 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 822.0601196289s, input_fired_time: 10.3220300674, output_fired_time: 7.7556357384, propagate_forward_time: 308.6569213867, propagate_backward_time: 484.9543457031, weight_update_time: 0.7300159931, other_time: 10.3712158203
epoch time: 64.7807083130s, input_fired_time: 1.1444760561, output_fired_time: 0.0000000000, propagate_forward_time: 61.7575492859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8786811829
validation[          , genome 14511] predictions:    9847/  10000 (98.47%), best:    9881/10000 (98.81%), error:       501.73257, best error:       370.91373 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 833.8956909180s, input_fired_time: 10.4354553223, output_fired_time: 7.9047827721, propagate_forward_time: 312.2842102051, propagate_backward_time: 492.7680358887, weight_update_time: 0.7313674092, other_time: 10.5031738281
epoch time: 65.4940948486s, input_fired_time: 1.1509317160, output_fired_time: 0.0000000000, propagate_forward_time: 62.4301033020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9130592346
validation[          , genome 14511] predictions:    9876/  10000 (98.76%), best:    9881/10000 (98.81%), error:       421.85690, best error:       370.91373 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 819.8605346680s, input_fired_time: 10.3003816605, output_fired_time: 7.6653413773, propagate_forward_time: 308.7254943848, propagate_backward_time: 482.6599121094, weight_update_time: 0.7273328900, other_time: 10.5094299316
epoch time: 64.7287673950s, input_fired_time: 1.1404062510, output_fired_time: 0.0000000000, propagate_forward_time: 61.7127418518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8756179810
validation[          , genome 14511] predictions:    9885/  10000 (98.85%), best:    9881/10000 (98.81%), error:       378.79483, best error:       370.91373 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 822.5251464844s, input_fired_time: 10.3332529068, output_fired_time: 7.7399373055, propagate_forward_time: 308.8457336426, propagate_backward_time: 485.1900024414, weight_update_time: 0.7298655510, other_time: 10.4162292480
epoch time: 64.7830429077s, input_fired_time: 1.1373380423, output_fired_time: 0.0000000000, propagate_forward_time: 61.7533340454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8923721313
validation[          , genome 14511] predictions:    9867/  10000 (98.67%), best:    9881/10000 (98.81%), error:       448.33701, best error:       370.91373 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 823.3173217773s, input_fired_time: 10.3553123474, output_fired_time: 7.7422513962, propagate_forward_time: 309.0225524902, propagate_backward_time: 485.7886657715, weight_update_time: 0.7299116850, other_time: 10.4085693359
epoch time: 64.9325866699s, input_fired_time: 1.1536353827, output_fired_time: 0.0000000000, propagate_forward_time: 61.9008903503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8780593872
validation[          , genome 14511] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       358.49353, best error:       358.49353 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 823.1627197266s, input_fired_time: 10.3456707001, output_fired_time: 7.7056741714, propagate_forward_time: 309.0042724609, propagate_backward_time: 485.6559448242, weight_update_time: 0.7339044809, other_time: 10.4511718750
epoch time: 64.8353881836s, input_fired_time: 1.1436009407, output_fired_time: 0.0000000000, propagate_forward_time: 61.8133087158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8784790039
validation[          , genome 14511] predictions:    9882/  10000 (98.82%), best:    9887/10000 (98.87%), error:       392.88367, best error:       358.49353 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 823.9147338867s, input_fired_time: 10.3742036819, output_fired_time: 7.7640018463, propagate_forward_time: 309.5201721191, propagate_backward_time: 485.8863525391, weight_update_time: 0.7300482392, other_time: 10.3700256348
epoch time: 65.6984329224s, input_fired_time: 1.1444195509, output_fired_time: 0.0000000000, propagate_forward_time: 62.6542739868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8997421265
validation[          , genome 14511] predictions:    9871/  10000 (98.71%), best:    9887/10000 (98.87%), error:       443.04977, best error:       358.49353 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 823.3164672852s, input_fired_time: 10.3633966446, output_fired_time: 7.6976337433, propagate_forward_time: 309.1907348633, propagate_backward_time: 485.6120605469, weight_update_time: 0.7341260910, other_time: 10.4526367188
epoch time: 64.7208404541s, input_fired_time: 1.1444467306, output_fired_time: 0.0000000000, propagate_forward_time: 61.6956367493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8807563782
validation[          , genome 14511] predictions:    9877/  10000 (98.77%), best:    9887/10000 (98.87%), error:       415.80994, best error:       358.49353 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 827.2293701172s, input_fired_time: 10.4080905914, output_fired_time: 7.8024115562, propagate_forward_time: 310.3305358887, propagate_backward_time: 488.2147521973, weight_update_time: 0.7288367748, other_time: 10.4735717773
epoch time: 66.3180541992s, input_fired_time: 1.1754055023, output_fired_time: 0.0000000000, propagate_forward_time: 63.2021026611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9405441284
validation[          , genome 14511] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       357.51041, best error:       357.51041 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 824.0708618164s, input_fired_time: 10.4275588989, output_fired_time: 7.7940716743, propagate_forward_time: 309.3591613770, propagate_backward_time: 486.0026550293, weight_update_time: 0.7292229533, other_time: 10.4874267578
epoch time: 64.7733840942s, input_fired_time: 1.1426957846, output_fired_time: 0.0000000000, propagate_forward_time: 61.7497787476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8809089661
validation[          , genome 14511] predictions:    9888/  10000 (98.88%), best:    9885/10000 (98.85%), error:       357.88983, best error:       357.51041 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 824.1535644531s, input_fired_time: 10.4234485626, output_fired_time: 7.7423644066, propagate_forward_time: 310.0049743652, propagate_backward_time: 485.4293212891, weight_update_time: 0.7444147468, other_time: 10.5534362793
epoch time: 65.2162475586s, input_fired_time: 1.1644545794, output_fired_time: 0.0000000000, propagate_forward_time: 62.2141189575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8376770020
validation[          , genome 14511] predictions:    9880/  10000 (98.80%), best:    9885/10000 (98.85%), error:       388.44083, best error:       357.51041 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 824.4786376953s, input_fired_time: 10.4234123230, output_fired_time: 7.7936387062, propagate_forward_time: 309.1439514160, propagate_backward_time: 486.7207641602, weight_update_time: 0.7333895564, other_time: 10.3968811035
epoch time: 64.8575973511s, input_fired_time: 1.1511148214, output_fired_time: 0.0000000000, propagate_forward_time: 61.8323516846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8741302490
validation[          , genome 14511] predictions:    9881/  10000 (98.81%), best:    9885/10000 (98.85%), error:       365.75452, best error:       357.51041 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 823.9102783203s, input_fired_time: 10.4382467270, output_fired_time: 7.7784929276, propagate_forward_time: 309.3284301758, propagate_backward_time: 485.8596801758, weight_update_time: 0.7335247397, other_time: 10.5054321289
epoch time: 64.8883895874s, input_fired_time: 1.1587942839, output_fired_time: 0.0000000000, propagate_forward_time: 61.8257827759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9038124084
validation[          , genome 14511] predictions:    9883/  10000 (98.83%), best:    9885/10000 (98.85%), error:       377.54333, best error:       357.51041 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 827.0559082031s, input_fired_time: 10.4144792557, output_fired_time: 7.7631902695, propagate_forward_time: 310.7384948730, propagate_backward_time: 487.6287231445, weight_update_time: 0.7403492928, other_time: 10.5110168457
epoch time: 66.3144836426s, input_fired_time: 1.1816389561, output_fired_time: 0.0000000000, propagate_forward_time: 63.1913948059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9414482117
validation[          , genome 14511] predictions:    9880/  10000 (98.80%), best:    9885/10000 (98.85%), error:       369.61691, best error:       357.51041 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 833.1456298828s, input_fired_time: 10.4731683731, output_fired_time: 7.8985013962, propagate_forward_time: 313.4081115723, propagate_backward_time: 490.5985107422, weight_update_time: 0.7421997190, other_time: 10.7673645020
epoch time: 65.4146118164s, input_fired_time: 1.1583946943, output_fired_time: 0.0000000000, propagate_forward_time: 62.3234519958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9327659607
validation[          , genome 14511] predictions:    9888/  10000 (98.88%), best:    9885/10000 (98.85%), error:       370.42114, best error:       357.51041 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 823.7544555664s, input_fired_time: 10.4084329605, output_fired_time: 7.7826027870, propagate_forward_time: 308.8466491699, propagate_backward_time: 486.3277893066, weight_update_time: 0.7326121330, other_time: 10.3889770508
epoch time: 64.8557205200s, input_fired_time: 1.1553494930, output_fired_time: 0.0000000000, propagate_forward_time: 61.8365859985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8637847900
validation[          , genome 14511] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       325.03903, best error:       325.03903 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 840.2239990234s, input_fired_time: 10.6585683823, output_fired_time: 7.9826207161, propagate_forward_time: 316.2640075684, propagate_backward_time: 494.6239318848, weight_update_time: 0.7564821839, other_time: 10.6948852539
epoch time: 65.8778533936s, input_fired_time: 1.1740003824, output_fired_time: 0.0000000000, propagate_forward_time: 62.7848052979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9190444946
validation[          , genome 14511] predictions:    9883/  10000 (98.83%), best:    9907/10000 (99.07%), error:       385.32327, best error:       325.03903 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 850.9711303711s, input_fired_time: 10.7507781982, output_fired_time: 8.1032657623, propagate_forward_time: 319.0327453613, propagate_backward_time: 502.2651367188, weight_update_time: 0.7481790185, other_time: 10.8192138672
epoch time: 67.4346923828s, input_fired_time: 1.1851395369, output_fired_time: 0.0000000000, propagate_forward_time: 64.2834701538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9660797119
validation[          , genome 14511] predictions:    9902/  10000 (99.02%), best:    9907/10000 (99.07%), error:       336.07663, best error:       325.03903 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 822.7578125000s, input_fired_time: 10.4200735092, output_fired_time: 7.7410640717, propagate_forward_time: 309.2139282227, propagate_backward_time: 484.7860412598, weight_update_time: 0.7331441045, other_time: 10.5967102051
epoch time: 64.1351089478s, input_fired_time: 1.1494472027, output_fired_time: 0.0000000000, propagate_forward_time: 61.1018676758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8837928772
validation[          , genome 14511] predictions:    9897/  10000 (98.97%), best:    9907/10000 (99.07%), error:       336.19211, best error:       325.03903 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 820.6970825195s, input_fired_time: 10.3933448792, output_fired_time: 7.7131562233, propagate_forward_time: 308.8009948730, propagate_backward_time: 483.1518249512, weight_update_time: 0.7276360393, other_time: 10.6377563477
epoch time: 65.0225906372s, input_fired_time: 1.1658939123, output_fired_time: 0.0000000000, propagate_forward_time: 61.9476852417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9090118408
validation[          , genome 14511] predictions:    9897/  10000 (98.97%), best:    9907/10000 (99.07%), error:       355.83548, best error:       325.03903 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 821.3916015625s, input_fired_time: 10.4191055298, output_fired_time: 7.6047739983, propagate_forward_time: 308.9158935547, propagate_backward_time: 483.6446533203, weight_update_time: 0.7317498922, other_time: 10.8071289062
epoch time: 64.9223861694s, input_fired_time: 1.1614423990, output_fired_time: 0.0000000000, propagate_forward_time: 61.8788452148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8820991516
validation[          , genome 14511] predictions:    9885/  10000 (98.85%), best:    9907/10000 (99.07%), error:       361.36499, best error:       325.03903 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 824.8259887695s, input_fired_time: 10.4777603149, output_fired_time: 7.8397974968, propagate_forward_time: 309.0918579102, propagate_backward_time: 487.0660095215, weight_update_time: 0.7330630422, other_time: 10.3505554199
epoch time: 64.8267669678s, input_fired_time: 1.1604626179, output_fired_time: 0.0000000000, propagate_forward_time: 61.7979278564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8683776855
validation[          , genome 14511] predictions:    9889/  10000 (98.89%), best:    9907/10000 (99.07%), error:       341.65631, best error:       325.03903 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 823.1593017578s, input_fired_time: 10.4531326294, output_fired_time: 7.7981338501, propagate_forward_time: 308.4004211426, propagate_backward_time: 486.1444396973, weight_update_time: 0.7313529849, other_time: 10.3631591797
epoch time: 64.3688430786s, input_fired_time: 1.1542693377, output_fired_time: 0.0000000000, propagate_forward_time: 61.3440246582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8705482483
validation[          , genome 14511] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       306.36331, best error:       306.36331 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 819.2781372070s, input_fired_time: 10.4102478027, output_fired_time: 7.7498154640, propagate_forward_time: 307.2059020996, propagate_backward_time: 483.5016174316, weight_update_time: 0.7292441130, other_time: 10.4105834961
epoch time: 64.5230789185s, input_fired_time: 1.1553493738, output_fired_time: 0.0000000000, propagate_forward_time: 61.4651718140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9025573730
validation[          , genome 14511] predictions:    9900/  10000 (99.00%), best:    9910/10000 (99.10%), error:       343.27408, best error:       306.36331 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 817.9678344727s, input_fired_time: 10.3744211197, output_fired_time: 7.6863017082, propagate_forward_time: 307.6463012695, propagate_backward_time: 481.5599060059, weight_update_time: 0.7279881239, other_time: 10.7008972168
epoch time: 64.5078353882s, input_fired_time: 1.1556051970, output_fired_time: 0.0000000000, propagate_forward_time: 61.4636535645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8885765076
validation[          , genome 14511] predictions:    9881/  10000 (98.81%), best:    9910/10000 (99.10%), error:       372.34113, best error:       306.36331 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 819.5467529297s, input_fired_time: 10.4145174026, output_fired_time: 7.7147679329, propagate_forward_time: 307.8159790039, propagate_backward_time: 483.1444091797, weight_update_time: 0.7261044979, other_time: 10.4570922852
epoch time: 64.6552581787s, input_fired_time: 1.1648936272, output_fired_time: 0.0000000000, propagate_forward_time: 61.5989341736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8914299011
validation[          , genome 14511] predictions:    9909/  10000 (99.09%), best:    9910/10000 (99.10%), error:       320.29239, best error:       306.36331 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 827.8134155273s, input_fired_time: 10.5077219009, output_fired_time: 7.7426567078, propagate_forward_time: 310.2589111328, propagate_backward_time: 488.8730773926, weight_update_time: 0.7370756269, other_time: 10.4309997559
epoch time: 64.8481140137s, input_fired_time: 1.1685330868, output_fired_time: 0.0000000000, propagate_forward_time: 61.7991828918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8803977966
validation[          , genome 14511] predictions:    9900/  10000 (99.00%), best:    9910/10000 (99.10%), error:       327.45834, best error:       306.36331 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 835.4265136719s, input_fired_time: 10.5736427307, output_fired_time: 7.8351502419, propagate_forward_time: 312.7921142578, propagate_backward_time: 493.6455078125, weight_update_time: 0.7403872013, other_time: 10.5800781250
epoch time: 66.2472076416s, input_fired_time: 1.1804628372, output_fired_time: 0.0000000000, propagate_forward_time: 63.1444892883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9222526550
validation[          , genome 14511] predictions:    9896/  10000 (98.96%), best:    9910/10000 (99.10%), error:       360.70929, best error:       306.36331 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 836.9820556641s, input_fired_time: 10.6203336716, output_fired_time: 7.9469480515, propagate_forward_time: 313.8776550293, propagate_backward_time: 493.8821716309, weight_update_time: 0.7490063310, other_time: 10.6549072266
epoch time: 69.9562683105s, input_fired_time: 1.2646555901, output_fired_time: 0.0000000000, propagate_forward_time: 66.5417175293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1498947144
validation[          , genome 14511] predictions:    9897/  10000 (98.97%), best:    9910/10000 (99.10%), error:       336.11649, best error:       306.36331 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 822.2919311523s, input_fired_time: 10.4805021286, output_fired_time: 7.7084403038, propagate_forward_time: 309.6382446289, propagate_backward_time: 483.9145812988, weight_update_time: 0.7312606573, other_time: 10.5501403809
epoch time: 64.5304183960s, input_fired_time: 1.1634334326, output_fired_time: 0.0000000000, propagate_forward_time: 61.4853286743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8816566467
validation[          , genome 14511] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       304.22562, best error:       304.22562 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 820.2730102539s, input_fired_time: 10.4656982422, output_fired_time: 7.7394609451, propagate_forward_time: 309.0464477539, propagate_backward_time: 482.3948669434, weight_update_time: 0.7327882051, other_time: 10.6265563965
epoch time: 64.5330734253s, input_fired_time: 1.1590195894, output_fired_time: 0.0000000000, propagate_forward_time: 61.5047492981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8693046570
validation[          , genome 14511] predictions:    9899/  10000 (98.99%), best:    9909/10000 (99.09%), error:       336.49362, best error:       304.22562 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 821.8355102539s, input_fired_time: 10.4497833252, output_fired_time: 7.7585363388, propagate_forward_time: 308.0500488281, propagate_backward_time: 485.2091369629, weight_update_time: 0.7304269671, other_time: 10.3680114746
epoch time: 64.6748962402s, input_fired_time: 1.1649408340, output_fired_time: 0.0000000000, propagate_forward_time: 61.6458396912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8641166687
validation[          , genome 14511] predictions:    9903/  10000 (99.03%), best:    9909/10000 (99.09%), error:       313.16064, best error:       304.22562 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 823.7581787109s, input_fired_time: 10.4786977768, output_fired_time: 7.7911138535, propagate_forward_time: 308.6497802734, propagate_backward_time: 486.4458007812, weight_update_time: 0.7302290797, other_time: 10.3927612305
epoch time: 64.6375808716s, input_fired_time: 1.1624090672, output_fired_time: 0.0000000000, propagate_forward_time: 61.5994186401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8757514954
validation[          , genome 14511] predictions:    9904/  10000 (99.04%), best:    9909/10000 (99.09%), error:       304.86453, best error:       304.22562 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 821.1300048828s, input_fired_time: 10.4463806152, output_fired_time: 7.7387871742, propagate_forward_time: 308.0191650391, propagate_backward_time: 484.5170288086, weight_update_time: 0.7285943627, other_time: 10.4086303711
epoch time: 64.1862564087s, input_fired_time: 1.1720314026, output_fired_time: 0.0000000000, propagate_forward_time: 61.0608558655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9533691406
validation[          , genome 14511] predictions:    9902/  10000 (99.02%), best:    9909/10000 (99.09%), error:       321.62561, best error:       304.22562 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 820.6001586914s, input_fired_time: 10.4750480652, output_fired_time: 7.7067265511, propagate_forward_time: 310.0659179688, propagate_backward_time: 481.5080566406, weight_update_time: 0.7275043130, other_time: 10.8444213867
epoch time: 63.9846000671s, input_fired_time: 1.1532349586, output_fired_time: 0.0000000000, propagate_forward_time: 60.9326972961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8986663818
validation[          , genome 14511] predictions:    9902/  10000 (99.02%), best:    9909/10000 (99.09%), error:       316.99466, best error:       304.22562 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 822.1699218750s, input_fired_time: 10.4872617722, output_fired_time: 7.8042192459, propagate_forward_time: 307.9925231934, propagate_backward_time: 485.4233703613, weight_update_time: 0.7339134216, other_time: 10.4625854492
epoch time: 64.6242218018s, input_fired_time: 1.1678366661, output_fired_time: 0.0000000000, propagate_forward_time: 61.5686340332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8877525330
validation[          , genome 14511] predictions:    9897/  10000 (98.97%), best:    9909/10000 (99.09%), error:       346.84579, best error:       304.22562 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 828.8165283203s, input_fired_time: 10.6045227051, output_fired_time: 7.7858390808, propagate_forward_time: 310.6971740723, propagate_backward_time: 489.1878356934, weight_update_time: 0.7385733128, other_time: 10.5411987305
epoch time: 67.2414855957s, input_fired_time: 1.2013819218, output_fired_time: 0.0000000000, propagate_forward_time: 64.0635910034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9765090942
validation[          , genome 14511] predictions:    9885/  10000 (98.85%), best:    9909/10000 (99.09%), error:       368.62677, best error:       304.22562 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 823.8803710938s, input_fired_time: 10.5090160370, output_fired_time: 7.7265954018, propagate_forward_time: 309.4296569824, propagate_backward_time: 485.7933349609, weight_update_time: 0.7283416986, other_time: 10.4217224121
epoch time: 64.6533737183s, input_fired_time: 1.1671676636, output_fired_time: 0.0000000000, propagate_forward_time: 61.6098060608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8763999939
validation[          , genome 14511] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       301.13068, best error:       301.13068 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 826.4219360352s, input_fired_time: 10.5376863480, output_fired_time: 7.7473106384, propagate_forward_time: 310.3232727051, propagate_backward_time: 487.3407897949, weight_update_time: 0.7306550741, other_time: 10.4729003906
epoch time: 65.0743942261s, input_fired_time: 1.1745773554, output_fired_time: 0.0000000000, propagate_forward_time: 62.0037574768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8960609436
validation[          , genome 14511] predictions:    9910/  10000 (99.10%), best:    9909/10000 (99.09%), error:       310.78842, best error:       301.13068 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 820.6228027344s, input_fired_time: 10.4912023544, output_fired_time: 7.7288637161, propagate_forward_time: 308.3061218262, propagate_backward_time: 483.5868835449, weight_update_time: 0.7292531133, other_time: 10.5097045898
epoch time: 63.6652183533s, input_fired_time: 1.1781351566, output_fired_time: 0.0000000000, propagate_forward_time: 60.5830726624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9040107727
validation[          , genome 14511] predictions:    9901/  10000 (99.01%), best:    9909/10000 (99.09%), error:       322.42166, best error:       301.13068 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 832.7154541016s, input_fired_time: 10.5982265472, output_fired_time: 7.8487477303, propagate_forward_time: 312.7768554688, propagate_backward_time: 490.9084472656, weight_update_time: 0.7294952273, other_time: 10.5831909180
epoch time: 67.9338150024s, input_fired_time: 1.2349807024, output_fired_time: 0.0000000000, propagate_forward_time: 64.7081375122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9906997681
validation[          , genome 14511] predictions:    9896/  10000 (98.96%), best:    9909/10000 (99.09%), error:       340.91153, best error:       301.13068 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 838.7996215820s, input_fired_time: 10.7425584793, output_fired_time: 7.9485311508, propagate_forward_time: 315.4066162109, propagate_backward_time: 493.9278564453, weight_update_time: 0.7559804916, other_time: 10.7740478516
epoch time: 64.4441757202s, input_fired_time: 1.1663403511, output_fired_time: 0.0000000000, propagate_forward_time: 61.3925743103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8852615356
validation[          , genome 14511] predictions:    9899/  10000 (98.99%), best:    9909/10000 (99.09%), error:       318.48248, best error:       301.13068 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 822.3099365234s, input_fired_time: 10.4935550690, output_fired_time: 7.7688994408, propagate_forward_time: 308.5191955566, propagate_backward_time: 485.1199035645, weight_update_time: 0.7297427058, other_time: 10.4083862305
epoch time: 67.2691574097s, input_fired_time: 1.2129120827, output_fired_time: 0.0000000000, propagate_forward_time: 64.1333847046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9228591919
validation[          , genome 14511] predictions:    9890/  10000 (98.90%), best:    9909/10000 (99.09%), error:       351.53659, best error:       301.13068 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 852.3021240234s, input_fired_time: 10.8783092499, output_fired_time: 7.9884581566, propagate_forward_time: 321.4228515625, propagate_backward_time: 501.1038513184, weight_update_time: 0.7520550489, other_time: 10.9086608887
epoch time: 63.8171234131s, input_fired_time: 1.1600729227, output_fired_time: 0.0000000000, propagate_forward_time: 60.7015113831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9555397034
validation[          , genome 14511] predictions:    9906/  10000 (99.06%), best:    9909/10000 (99.09%), error:       304.93509, best error:       301.13068 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 821.8452758789s, input_fired_time: 10.4997510910, output_fired_time: 7.7447357178, propagate_forward_time: 308.7990112305, propagate_backward_time: 484.2740173340, weight_update_time: 0.7272253633, other_time: 10.5277404785
epoch time: 63.6802406311s, input_fired_time: 1.1776453257, output_fired_time: 0.0000000000, propagate_forward_time: 60.5591201782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9434738159
validation[          , genome 14511] predictions:    9907/  10000 (99.07%), best:    9909/10000 (99.09%), error:       303.02167, best error:       301.13068 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 844.8507690430s, input_fired_time: 10.7596683502, output_fired_time: 7.8945083618, propagate_forward_time: 317.8535461426, propagate_backward_time: 497.5114746094, weight_update_time: 0.7353768349, other_time: 10.8315734863
epoch time: 67.3842697144s, input_fired_time: 1.2175077200, output_fired_time: 0.0000000000, propagate_forward_time: 64.2014083862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9653549194
validation[          , genome 14511] predictions:    9902/  10000 (99.02%), best:    9909/10000 (99.09%), error:       318.60037, best error:       301.13068 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 859.3746948242s, input_fired_time: 11.1009235382, output_fired_time: 8.0704555511, propagate_forward_time: 323.1921691895, propagate_backward_time: 506.1631469727, weight_update_time: 0.7618544698, other_time: 10.8479614258
epoch time: 67.9784774780s, input_fired_time: 1.2420938015, output_fired_time: 0.0000000000, propagate_forward_time: 64.7421493530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9942321777
validation[          , genome 14511] predictions:    9901/  10000 (99.01%), best:    9909/10000 (99.09%), error:       315.59885, best error:       301.13068 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 844.3327026367s, input_fired_time: 10.7253112793, output_fired_time: 7.8812203407, propagate_forward_time: 317.9303588867, propagate_backward_time: 497.0108032227, weight_update_time: 0.7513406277, other_time: 10.7850341797
epoch time: 64.5997314453s, input_fired_time: 1.1702574492, output_fired_time: 0.0000000000, propagate_forward_time: 61.5421218872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8873519897
validation[          , genome 14511] predictions:    9908/  10000 (99.08%), best:    9909/10000 (99.09%), error:       313.76065, best error:       301.13068 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 817.3278198242s, input_fired_time: 10.4860877991, output_fired_time: 7.6673960686, propagate_forward_time: 308.6128845215, propagate_backward_time: 479.9419250488, weight_update_time: 0.7248704433, other_time: 10.6195068359
epoch time: 64.6017532349s, input_fired_time: 1.1735919714, output_fired_time: 0.0000000000, propagate_forward_time: 61.5547218323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8734397888
validation[          , genome 14511] predictions:    9903/  10000 (99.03%), best:    9909/10000 (99.09%), error:       323.43628, best error:       301.13068 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 821.7123413086s, input_fired_time: 10.5126762390, output_fired_time: 7.7230367661, propagate_forward_time: 308.3087158203, propagate_backward_time: 484.7413330078, weight_update_time: 0.7316483855, other_time: 10.4265747070
epoch time: 64.6978302002s, input_fired_time: 1.1778664589, output_fired_time: 0.0000000000, propagate_forward_time: 61.6163253784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9036369324
validation[          , genome 14511] predictions:    9913/  10000 (99.13%), best:    9909/10000 (99.09%), error:       313.50504, best error:       301.13068 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 822.3122558594s, input_fired_time: 10.5220127106, output_fired_time: 7.7475676537, propagate_forward_time: 308.2690734863, propagate_backward_time: 485.3655090332, weight_update_time: 0.7307901978, other_time: 10.4080810547
epoch time: 64.6837310791s, input_fired_time: 1.1712265015, output_fired_time: 0.0000000000, propagate_forward_time: 61.6344032288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8781013489
validation[          , genome 14511] predictions:    9882/  10000 (98.82%), best:    9909/10000 (99.09%), error:       384.70776, best error:       301.13068 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 816.4226684570s, input_fired_time: 10.4536066055, output_fired_time: 7.7014341354, propagate_forward_time: 306.3483276367, propagate_backward_time: 481.5628967285, weight_update_time: 0.7287613750, other_time: 10.3564147949
epoch time: 64.2365188599s, input_fired_time: 1.1638087034, output_fired_time: 0.0000000000, propagate_forward_time: 61.2082405090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8644714355
validation[          , genome 14511] predictions:    9905/  10000 (99.05%), best:    9909/10000 (99.09%), error:       306.65500, best error:       301.13068 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 826.9200439453s, input_fired_time: 10.6468696594, output_fired_time: 7.7197003365, propagate_forward_time: 311.2732849121, propagate_backward_time: 486.6395874023, weight_update_time: 0.7365643978, other_time: 10.6405944824
epoch time: 64.7110137939s, input_fired_time: 1.1773165464, output_fired_time: 0.0000000000, propagate_forward_time: 61.6459274292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8877716064
validation[          , genome 14511] predictions:    9908/  10000 (99.08%), best:    9909/10000 (99.09%), error:       313.21951, best error:       301.13068 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 820.5946044922s, input_fired_time: 10.5170927048, output_fired_time: 7.7524371147, propagate_forward_time: 308.4628295898, propagate_backward_time: 483.2958984375, weight_update_time: 0.7263405919, other_time: 10.5663452148
epoch time: 64.6817703247s, input_fired_time: 1.1790438890, output_fired_time: 0.0000000000, propagate_forward_time: 61.6103324890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8923950195
validation[          , genome 14511] predictions:    9903/  10000 (99.03%), best:    9909/10000 (99.09%), error:       327.82724, best error:       301.13068 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 821.2726440430s, input_fired_time: 10.5576820374, output_fired_time: 7.7430515289, propagate_forward_time: 309.0910034180, propagate_backward_time: 483.2489013672, weight_update_time: 0.7261626720, other_time: 10.6320190430
epoch time: 64.7048797607s, input_fired_time: 1.1781934500, output_fired_time: 0.0000000000, propagate_forward_time: 61.6620330811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8646545410
validation[          , genome 14511] predictions:    9906/  10000 (99.06%), best:    9909/10000 (99.09%), error:       312.38196, best error:       301.13068 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 829.3729248047s, input_fired_time: 10.5845537186, output_fired_time: 7.8122148514, propagate_forward_time: 310.8839111328, propagate_backward_time: 489.6219177246, weight_update_time: 0.7290332317, other_time: 10.4703674316
epoch time: 65.3391113281s, input_fired_time: 1.1879191399, output_fired_time: 0.0000000000, propagate_forward_time: 62.2423324585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9088592529
validation[          , genome 14511] predictions:    9900/  10000 (99.00%), best:    9909/10000 (99.09%), error:       316.85870, best error:       301.13068 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 820.5856323242s, input_fired_time: 10.4973993301, output_fired_time: 7.7255215645, propagate_forward_time: 308.3333740234, propagate_backward_time: 483.6235351562, weight_update_time: 0.7278835773, other_time: 10.4058227539
epoch time: 64.6991043091s, input_fired_time: 1.1782735586, output_fired_time: 0.0000000000, propagate_forward_time: 61.6283149719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8925170898
validation[          , genome 14511] predictions:    9900/  10000 (99.00%), best:    9909/10000 (99.09%), error:       318.75122, best error:       301.13068 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 831.5573730469s, input_fired_time: 10.7142963409, output_fired_time: 7.7504911423, propagate_forward_time: 314.3270874023, propagate_backward_time: 488.0480346680, weight_update_time: 0.7283100486, other_time: 10.7174682617
epoch time: 65.4321441650s, input_fired_time: 1.2032955885, output_fired_time: 0.0000000000, propagate_forward_time: 62.2958221436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9330291748
validation[          , genome 14511] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       308.59854, best error:       301.13068 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 821.8396606445s, input_fired_time: 10.5115451813, output_fired_time: 7.7345399857, propagate_forward_time: 308.1276550293, propagate_backward_time: 485.1055297852, weight_update_time: 0.7286373377, other_time: 10.3603820801
epoch time: 64.5741806030s, input_fired_time: 1.1753633022, output_fired_time: 0.0000000000, propagate_forward_time: 61.5218467712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8769721985
validation[          , genome 14511] predictions:    9900/  10000 (99.00%), best:    9909/10000 (99.09%), error:       318.11029, best error:       301.13068 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 825.2547607422s, input_fired_time: 10.5650119781, output_fired_time: 7.7701325417, propagate_forward_time: 309.9137573242, propagate_backward_time: 486.4891052246, weight_update_time: 0.7273690104, other_time: 10.5167541504
epoch time: 65.5872573853s, input_fired_time: 1.1922864914, output_fired_time: 0.0000000000, propagate_forward_time: 62.4714241028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9235496521
validation[          , genome 14511] predictions:    9913/  10000 (99.13%), best:    9909/10000 (99.09%), error:       304.06207, best error:       301.13068 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 821.5862426758s, input_fired_time: 10.5177621841, output_fired_time: 7.7219138145, propagate_forward_time: 308.7536926270, propagate_backward_time: 484.0958862305, weight_update_time: 0.7286208868, other_time: 10.4969787598
epoch time: 64.7490158081s, input_fired_time: 1.1807913780, output_fired_time: 0.0000000000, propagate_forward_time: 61.6970977783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8711280823
validation[          , genome 14511] predictions:    9904/  10000 (99.04%), best:    9909/10000 (99.09%), error:       314.45312, best error:       301.13068 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 833.0244140625s, input_fired_time: 10.6442098618, output_fired_time: 7.8058776855, propagate_forward_time: 312.7974548340, propagate_backward_time: 491.2055664062, weight_update_time: 0.7617242932, other_time: 10.5713195801
epoch time: 65.8848724365s, input_fired_time: 1.2449194193, output_fired_time: 0.0000000000, propagate_forward_time: 62.6866111755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9533424377
validation[          , genome 14511] predictions:    9898/  10000 (98.98%), best:    9909/10000 (99.09%), error:       341.91467, best error:       301.13068 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 824.4159545898s, input_fired_time: 10.5559282303, output_fired_time: 7.7652063370, propagate_forward_time: 308.7338562012, propagate_backward_time: 486.9030151367, weight_update_time: 0.7307506800, other_time: 10.4579772949
epoch time: 64.7088317871s, input_fired_time: 1.1844692230, output_fired_time: 0.0000000000, propagate_forward_time: 61.6397514343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8846092224
validation[          , genome 14511] predictions:    9901/  10000 (99.01%), best:    9909/10000 (99.09%), error:       309.55780, best error:       301.13068 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 827.3571777344s, input_fired_time: 10.6385364532, output_fired_time: 7.8314270973, propagate_forward_time: 310.2194213867, propagate_backward_time: 488.1286926270, weight_update_time: 0.7379549742, other_time: 10.5390930176
epoch time: 67.3503112793s, input_fired_time: 1.2328200340, output_fired_time: 0.0000000000, propagate_forward_time: 64.1201782227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9973144531
validation[          , genome 14511] predictions:    9898/  10000 (98.98%), best:    9909/10000 (99.09%), error:       315.73663, best error:       301.13068 on epoch:    74, 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: 329.8860168457s, input_fired_time: 6.0066075325, output_fired_time: 0.0000000000, propagate_forward_time: 314.1937561035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.6856384277
best training[          , genome 14511] predictions:   49996/  50000 (99.99%), best:    9909/10000 (99.09%), error:       165.88963, best error:       301.13068 on epoch:    74, 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: 66.2343978882s, input_fired_time: 1.2073416710, output_fired_time: 0.0000000000, propagate_forward_time: 63.1131515503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9139022827
   testing[          , genome 14511] predictions:    9910/  10000 (99.10%), best:    9909/10000 (99.09%), error:       277.04327, best error:       301.13068 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:43:26 (24129): called boinc_finish(0)

</stderr_txt>
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