Nameexact_genome_1512185335_38_9166_0
Workunit2564355
Created5 Dec 2017, 16:48:54 UTC
Sent5 Dec 2017, 17:03:39 UTC
Report deadline25 Dec 2017, 20:12:08 UTC
Received7 Dec 2017, 20:12:32 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time11 hours 21 min 25 sec
CPU time11 hours 16 min 52 sec
Validate stateValid
Credit5,032.72
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.64 MB
Peak swap size163.27 MB
Peak disk usage3.30 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 372.4948120117s, input_fired_time: 3.6744642258, output_fired_time: 3.8192198277, propagate_forward_time: 137.0776672363, propagate_backward_time: 222.7373352051, weight_update_time: 0.5583645701, other_time: 5.1861267090
epoch time: 29.0060844421s, input_fired_time: 0.4556207061, output_fired_time: 0.0000000000, propagate_forward_time: 27.6570930481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8933715820
validation[          , genome  9166] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       585.30719, best error:       585.30719 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 374.2865600586s, input_fired_time: 3.6767394543, output_fired_time: 3.8230433464, propagate_forward_time: 138.0773162842, propagate_backward_time: 223.5267486572, weight_update_time: 0.5572865605, other_time: 5.1827392578
epoch time: 29.4133644104s, input_fired_time: 0.4663219154, output_fired_time: 0.0000000000, propagate_forward_time: 28.0443630219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9026794434
validation[          , genome  9166] predictions:    9775/  10000 (97.75%), best:    9840/10000 (98.40%), error:       752.85950, best error:       585.30719 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 372.7233276367s, input_fired_time: 3.6936042309, output_fired_time: 3.8188040257, propagate_forward_time: 137.5106353760, propagate_backward_time: 222.4766845703, weight_update_time: 0.5599939227, other_time: 5.2235870361
epoch time: 29.3543758392s, input_fired_time: 0.4595363438, output_fired_time: 0.0000000000, propagate_forward_time: 27.9969081879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8979320526
validation[          , genome  9166] predictions:    9798/  10000 (97.98%), best:    9840/10000 (98.40%), error:       658.85876, best error:       585.30719 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 373.1555786133s, input_fired_time: 3.7298600674, output_fired_time: 3.8527739048, propagate_forward_time: 137.1792602539, propagate_backward_time: 223.0138092041, weight_update_time: 0.5637641549, other_time: 5.3798675537
epoch time: 29.1764411926s, input_fired_time: 0.4587909579, output_fired_time: 0.0000000000, propagate_forward_time: 27.8031139374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9145355225
validation[          , genome  9166] predictions:    9791/  10000 (97.91%), best:    9840/10000 (98.40%), error:       696.24896, best error:       585.30719 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 375.5892944336s, input_fired_time: 3.7250983715, output_fired_time: 3.8497459888, propagate_forward_time: 138.8953704834, propagate_backward_time: 223.8605651855, weight_update_time: 0.5600032210, other_time: 5.2585296631
epoch time: 27.2570629120s, input_fired_time: 0.4425641000, output_fired_time: 0.0000000000, propagate_forward_time: 25.9117069244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9027919769
validation[          , genome  9166] predictions:    9782/  10000 (97.82%), best:    9840/10000 (98.40%), error:       706.76404, best error:       585.30719 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 373.3149719238s, input_fired_time: 3.6699233055, output_fired_time: 3.8128299713, propagate_forward_time: 137.8878173828, propagate_backward_time: 222.8387145996, weight_update_time: 0.5464004874, other_time: 5.1056823730
epoch time: 28.9378261566s, input_fired_time: 0.4538041651, output_fired_time: 0.0000000000, propagate_forward_time: 27.6062183380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8778038025
validation[          , genome  9166] predictions:    9799/  10000 (97.99%), best:    9840/10000 (98.40%), error:       675.38379, best error:       585.30719 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 373.5394897461s, input_fired_time: 3.7086577415, output_fired_time: 3.8315308094, propagate_forward_time: 138.2529296875, propagate_backward_time: 222.5381622314, weight_update_time: 0.5547517538, other_time: 5.2082061768
epoch time: 29.0135898590s, input_fired_time: 0.4521068335, output_fired_time: 0.0000000000, propagate_forward_time: 27.7079849243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8534984589
validation[          , genome  9166] predictions:    9829/  10000 (98.29%), best:    9840/10000 (98.40%), error:       614.60895, best error:       585.30719 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 371.3122253418s, input_fired_time: 3.6564002037, output_fired_time: 3.8146929741, propagate_forward_time: 136.6348724365, propagate_backward_time: 222.0928039551, weight_update_time: 0.5462346673, other_time: 5.1134490967
epoch time: 29.3786964417s, input_fired_time: 0.4619158208, output_fired_time: 0.0000000000, propagate_forward_time: 28.0511436462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8656368256
validation[          , genome  9166] predictions:    9789/  10000 (97.89%), best:    9840/10000 (98.40%), error:       674.58484, best error:       585.30719 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 369.7334899902s, input_fired_time: 3.6784942150, output_fired_time: 3.7861065865, propagate_forward_time: 136.6304626465, propagate_backward_time: 220.4510345459, weight_update_time: 0.5500035882, other_time: 5.1873931885
epoch time: 28.3933677673s, input_fired_time: 0.4560032487, output_fired_time: 0.0000000000, propagate_forward_time: 27.0456218719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8917427063
validation[          , genome  9166] predictions:    9743/  10000 (97.43%), best:    9840/10000 (98.40%), error:       766.99286, best error:       585.30719 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 372.9006347656s, input_fired_time: 3.6991558075, output_fired_time: 3.8267936707, propagate_forward_time: 137.7542877197, propagate_backward_time: 222.4088592529, weight_update_time: 0.5571004748, other_time: 5.2115478516
epoch time: 29.1357040405s, input_fired_time: 0.4509066343, output_fired_time: 0.0000000000, propagate_forward_time: 27.8421401978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8426570892
validation[          , genome  9166] predictions:    9820/  10000 (98.20%), best:    9840/10000 (98.40%), error:       608.32385, best error:       585.30719 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 375.0850524902s, input_fired_time: 3.6902160645, output_fired_time: 3.8318593502, propagate_forward_time: 138.8269500732, propagate_backward_time: 223.5814666748, weight_update_time: 0.5544381142, other_time: 5.1545715332
epoch time: 28.9929199219s, input_fired_time: 0.4509101808, output_fired_time: 0.0000000000, propagate_forward_time: 27.6952819824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8467273712
validation[          , genome  9166] predictions:    9826/  10000 (98.26%), best:    9840/10000 (98.40%), error:       596.93994, best error:       585.30719 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 372.5600280762s, input_fired_time: 3.7172853947, output_fired_time: 3.8325860500, propagate_forward_time: 137.3437957764, propagate_backward_time: 222.3837738037, weight_update_time: 0.5553540587, other_time: 5.2825927734
epoch time: 28.1049804688s, input_fired_time: 0.4534519017, output_fired_time: 0.0000000000, propagate_forward_time: 26.7495803833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9019489288
validation[          , genome  9166] predictions:    9790/  10000 (97.90%), best:    9840/10000 (98.40%), error:       692.03833, best error:       585.30719 on epoch:    15, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 376.0844116211s, input_fired_time: 3.7170050144, output_fired_time: 3.8369138241, propagate_forward_time: 139.2953338623, propagate_backward_time: 224.0815734863, weight_update_time: 0.5544093847, other_time: 5.1535797119
epoch time: 28.9015846252s, input_fired_time: 0.4528403580, output_fired_time: 0.0000000000, propagate_forward_time: 27.6029109955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8458328247
validation[          , genome  9166] predictions:    9834/  10000 (98.34%), best:    9834/10000 (98.34%), error:       568.06873, best error:       568.06873 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 378.0075378418s, input_fired_time: 3.7482817173, output_fired_time: 3.8518164158, propagate_forward_time: 140.1623840332, propagate_backward_time: 225.0595245361, weight_update_time: 0.5548367500, other_time: 5.1855316162
epoch time: 30.8062915802s, input_fired_time: 0.5000734925, output_fired_time: 0.0000000000, propagate_forward_time: 29.3674049377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9388122559
validation[          , genome  9166] predictions:    9819/  10000 (98.19%), best:    9834/10000 (98.34%), error:       620.91302, best error:       568.06873 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 371.7310791016s, input_fired_time: 3.6855847836, output_fired_time: 3.8207216263, propagate_forward_time: 136.7701263428, propagate_backward_time: 222.2518157959, weight_update_time: 0.5519092679, other_time: 5.2028503418
epoch time: 28.9191703796s, input_fired_time: 0.4495242536, output_fired_time: 0.0000000000, propagate_forward_time: 27.6248493195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8447971344
validation[          , genome  9166] predictions:    9818/  10000 (98.18%), best:    9834/10000 (98.34%), error:       623.17145, best error:       568.06873 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 373.3984985352s, input_fired_time: 3.6542198658, output_fired_time: 3.8101122379, propagate_forward_time: 138.3092193604, propagate_backward_time: 222.6132202148, weight_update_time: 0.5399178267, other_time: 5.0117340088
epoch time: 29.0947837830s, input_fired_time: 0.4552609921, output_fired_time: 0.0000000000, propagate_forward_time: 27.7756996155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8638229370
validation[          , genome  9166] predictions:    9816/  10000 (98.16%), best:    9834/10000 (98.34%), error:       604.58698, best error:       568.06873 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 374.6688537598s, input_fired_time: 3.7064895630, output_fired_time: 3.8441212177, propagate_forward_time: 138.5328063965, propagate_backward_time: 223.4047546387, weight_update_time: 0.5530833006, other_time: 5.1806945801
epoch time: 29.3766803741s, input_fired_time: 0.4620201588, output_fired_time: 0.0000000000, propagate_forward_time: 28.0578651428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8567943573
validation[          , genome  9166] predictions:    9837/  10000 (98.37%), best:    9837/10000 (98.37%), error:       530.71106, best error:       530.71106 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 368.0319519043s, input_fired_time: 3.6757011414, output_fired_time: 3.7851006985, propagate_forward_time: 135.0948028564, propagate_backward_time: 220.2823638916, weight_update_time: 0.5505126119, other_time: 5.1940002441
epoch time: 28.9848289490s, input_fired_time: 0.4538831413, output_fired_time: 0.0000000000, propagate_forward_time: 27.6931343079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8378124237
validation[          , genome  9166] predictions:    9826/  10000 (98.26%), best:    9837/10000 (98.37%), error:       600.95923, best error:       530.71106 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 371.6418457031s, input_fired_time: 3.6952486038, output_fired_time: 3.8078448772, propagate_forward_time: 136.8488159180, propagate_backward_time: 222.1175384521, weight_update_time: 0.5450667143, other_time: 5.1724090576
epoch time: 29.0135021210s, input_fired_time: 0.4687259793, output_fired_time: 0.0000000000, propagate_forward_time: 27.6498088837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8949680328
validation[          , genome  9166] predictions:    9819/  10000 (98.19%), best:    9837/10000 (98.37%), error:       609.68842, best error:       530.71106 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 374.2047729492s, input_fired_time: 3.7354168892, output_fired_time: 3.8199818134, propagate_forward_time: 138.3907775879, propagate_backward_time: 223.0818023682, weight_update_time: 0.5495856404, other_time: 5.1768035889
epoch time: 29.0007133484s, input_fired_time: 0.4586691558, output_fired_time: 0.0000000000, propagate_forward_time: 27.6830615997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8589820862
validation[          , genome  9166] predictions:    9816/  10000 (98.16%), best:    9837/10000 (98.37%), error:       542.38513, best error:       530.71106 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 374.3108215332s, input_fired_time: 3.7282569408, output_fired_time: 3.8330779076, propagate_forward_time: 138.3534393311, propagate_backward_time: 223.2061767578, weight_update_time: 0.5497364998, other_time: 5.1898651123
epoch time: 29.4276466370s, input_fired_time: 0.4763435125, output_fired_time: 0.0000000000, propagate_forward_time: 28.0557842255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8955192566
validation[          , genome  9166] predictions:    9811/  10000 (98.11%), best:    9837/10000 (98.37%), error:       618.55774, best error:       530.71106 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 375.3012695313s, input_fired_time: 3.7286005020, output_fired_time: 3.8297529221, propagate_forward_time: 138.9277496338, propagate_backward_time: 223.6951141357, weight_update_time: 0.5489589572, other_time: 5.1200561523
epoch time: 29.1126613617s, input_fired_time: 0.4713726938, output_fired_time: 0.0000000000, propagate_forward_time: 27.7194709778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9218177795
validation[          , genome  9166] predictions:    9809/  10000 (98.09%), best:    9837/10000 (98.37%), error:       604.50775, best error:       530.71106 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 373.9468688965s, input_fired_time: 3.7151250839, output_fired_time: 3.8246989250, propagate_forward_time: 138.4659118652, propagate_backward_time: 222.7774658203, weight_update_time: 0.5519585609, other_time: 5.1636657715
epoch time: 29.1340847015s, input_fired_time: 0.4670504034, output_fired_time: 0.0000000000, propagate_forward_time: 27.7618217468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9052124023
validation[          , genome  9166] predictions:    9841/  10000 (98.41%), best:    9837/10000 (98.37%), error:       547.95453, best error:       530.71106 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 368.8498229980s, input_fired_time: 3.6715879440, output_fired_time: 3.7850220203, propagate_forward_time: 135.4138336182, propagate_backward_time: 220.8391265869, weight_update_time: 0.5471267104, other_time: 5.1402282715
epoch time: 27.6159286499s, input_fired_time: 0.4555590153, output_fired_time: 0.0000000000, propagate_forward_time: 26.2640132904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8963565826
validation[          , genome  9166] predictions:    9826/  10000 (98.26%), best:    9837/10000 (98.37%), error:       603.61920, best error:       530.71106 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 370.7286682129s, input_fired_time: 3.6654694080, output_fired_time: 3.7946343422, propagate_forward_time: 136.5795593262, propagate_backward_time: 221.5987701416, weight_update_time: 0.5466812849, other_time: 5.0902252197
epoch time: 29.0316944122s, input_fired_time: 0.4546271563, output_fired_time: 0.0000000000, propagate_forward_time: 27.7341098785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8429565430
validation[          , genome  9166] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       507.20074, best error:       507.20074 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 372.2730407715s, input_fired_time: 3.6578810215, output_fired_time: 3.8021395206, propagate_forward_time: 137.7305450439, propagate_backward_time: 222.0754089355, weight_update_time: 0.5440629125, other_time: 5.0070648193
epoch time: 29.4816551208s, input_fired_time: 0.4637377262, output_fired_time: 0.0000000000, propagate_forward_time: 28.1392955780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8786220551
validation[          , genome  9166] predictions:    9823/  10000 (98.23%), best:    9852/10000 (98.52%), error:       587.56293, best error:       507.20074 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 370.5847778320s, input_fired_time: 3.6967945099, output_fired_time: 3.7843923569, propagate_forward_time: 136.8607635498, propagate_backward_time: 221.1561431885, weight_update_time: 0.5447589755, other_time: 5.0866699219
epoch time: 29.3807601929s, input_fired_time: 0.4610379338, output_fired_time: 0.0000000000, propagate_forward_time: 28.0540657043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8656558990
validation[          , genome  9166] predictions:    9811/  10000 (98.11%), best:    9852/10000 (98.52%), error:       634.95197, best error:       507.20074 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 371.9773254395s, input_fired_time: 3.7055535316, output_fired_time: 3.8276402950, propagate_forward_time: 137.0463562012, propagate_backward_time: 222.2606506348, weight_update_time: 0.5467894077, other_time: 5.1371154785
epoch time: 29.2703437805s, input_fired_time: 0.4657386243, output_fired_time: 0.0000000000, propagate_forward_time: 27.9210891724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8835163116
validation[          , genome  9166] predictions:    9832/  10000 (98.32%), best:    9852/10000 (98.52%), error:       517.90320, best error:       507.20074 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 374.3462524414s, input_fired_time: 3.7343060970, output_fired_time: 3.8198220730, propagate_forward_time: 138.8152770996, propagate_backward_time: 222.8476867676, weight_update_time: 0.5515044332, other_time: 5.1291503906
epoch time: 29.6732311249s, input_fired_time: 0.4708406031, output_fired_time: 0.0000000000, propagate_forward_time: 28.3015613556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9008293152
validation[          , genome  9166] predictions:    9826/  10000 (98.26%), best:    9852/10000 (98.52%), error:       592.58051, best error:       507.20074 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 370.6698303223s, input_fired_time: 3.7198309898, output_fired_time: 3.8158159256, propagate_forward_time: 136.1927185059, propagate_backward_time: 221.7117462158, weight_update_time: 0.5531541109, other_time: 5.2297210693
epoch time: 28.0357780457s, input_fired_time: 0.4554967284, output_fired_time: 0.0000000000, propagate_forward_time: 26.6827373505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8975448608
validation[          , genome  9166] predictions:    9818/  10000 (98.18%), best:    9852/10000 (98.52%), error:       570.13770, best error:       507.20074 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 374.3042907715s, input_fired_time: 3.7020311356, output_fired_time: 3.8120570183, propagate_forward_time: 138.5948028564, propagate_backward_time: 223.1416320801, weight_update_time: 0.5461522937, other_time: 5.0537872314
epoch time: 28.5065345764s, input_fired_time: 0.4678288698, output_fired_time: 0.0000000000, propagate_forward_time: 27.1370563507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9016494751
validation[          , genome  9166] predictions:    9818/  10000 (98.18%), best:    9852/10000 (98.52%), error:       577.54047, best error:       507.20074 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 372.9050598145s, input_fired_time: 3.7159204483, output_fired_time: 3.8129990101, propagate_forward_time: 137.8895416260, propagate_backward_time: 222.3733673096, weight_update_time: 0.5499461889, other_time: 5.1132507324
epoch time: 28.9230842590s, input_fired_time: 0.4601822197, output_fired_time: 0.0000000000, propagate_forward_time: 27.5707035065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8921985626
validation[          , genome  9166] predictions:    9829/  10000 (98.29%), best:    9852/10000 (98.52%), error:       542.09387, best error:       507.20074 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 372.1531982422s, input_fired_time: 3.6969370842, output_fired_time: 3.8033039570, propagate_forward_time: 137.5122680664, propagate_backward_time: 222.0115966797, weight_update_time: 0.5458976626, other_time: 5.1290893555
epoch time: 28.4811267853s, input_fired_time: 0.4665014148, output_fired_time: 0.0000000000, propagate_forward_time: 27.0774574280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9371681213
validation[          , genome  9166] predictions:    9828/  10000 (98.28%), best:    9852/10000 (98.52%), error:       524.70367, best error:       507.20074 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 369.6705627441s, input_fired_time: 3.7022697926, output_fired_time: 3.8136379719, propagate_forward_time: 136.0337982178, propagate_backward_time: 220.9333038330, weight_update_time: 0.5485907793, other_time: 5.1875610352
epoch time: 29.5834732056s, input_fired_time: 0.4777963459, output_fired_time: 0.0000000000, propagate_forward_time: 28.2256813049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8799953461
validation[          , genome  9166] predictions:    9857/  10000 (98.57%), best:    9857/10000 (98.57%), error:       492.22781, best error:       492.22781 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 369.2102355957s, input_fired_time: 3.6954731941, output_fired_time: 3.8059594631, propagate_forward_time: 135.3775634766, propagate_backward_time: 221.1489410400, weight_update_time: 0.5451822877, other_time: 5.1822967529
epoch time: 29.0621490479s, input_fired_time: 0.4598551393, output_fired_time: 0.0000000000, propagate_forward_time: 27.7328262329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8694667816
validation[          , genome  9166] predictions:    9842/  10000 (98.42%), best:    9857/10000 (98.57%), error:       523.26947, best error:       492.22781 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 371.6521606445s, input_fired_time: 3.6830954552, output_fired_time: 3.7903935909, propagate_forward_time: 137.3941497803, propagate_backward_time: 221.7536010742, weight_update_time: 0.5428676605, other_time: 5.0308990479
epoch time: 29.5252590179s, input_fired_time: 0.4743751884, output_fired_time: 0.0000000000, propagate_forward_time: 28.1592559814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8916282654
validation[          , genome  9166] predictions:    9855/  10000 (98.55%), best:    9857/10000 (98.57%), error:       495.48807, best error:       492.22781 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 367.5019226074s, input_fired_time: 3.7080130577, output_fired_time: 3.8093690872, propagate_forward_time: 134.5204467773, propagate_backward_time: 220.1573944092, weight_update_time: 0.5552175045, other_time: 5.3067169189
epoch time: 29.3283100128s, input_fired_time: 0.4633548856, output_fired_time: 0.0000000000, propagate_forward_time: 27.9896774292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8752784729
validation[          , genome  9166] predictions:    9847/  10000 (98.47%), best:    9857/10000 (98.57%), error:       508.51489, best error:       492.22781 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 374.6106262207s, input_fired_time: 3.7103147507, output_fired_time: 3.8145365715, propagate_forward_time: 138.8615875244, propagate_backward_time: 223.1740264893, weight_update_time: 0.5477073193, other_time: 5.0501403809
epoch time: 28.7001991272s, input_fired_time: 0.4544558227, output_fired_time: 0.0000000000, propagate_forward_time: 27.4009342194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8448085785
validation[          , genome  9166] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       479.40710, best error:       479.40710 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 371.9241027832s, input_fired_time: 3.7139787674, output_fired_time: 3.8045384884, propagate_forward_time: 137.2304687500, propagate_backward_time: 222.0206756592, weight_update_time: 0.5467929840, other_time: 5.1544342041
epoch time: 29.6915588379s, input_fired_time: 0.4816938043, output_fired_time: 0.0000000000, propagate_forward_time: 28.3050785065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9047870636
validation[          , genome  9166] predictions:    9823/  10000 (98.23%), best:    9852/10000 (98.52%), error:       610.79938, best error:       479.40710 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 367.3446044922s, input_fired_time: 3.6920700073, output_fired_time: 3.7860026360, propagate_forward_time: 134.8601379395, propagate_backward_time: 219.8415222168, weight_update_time: 0.5424575210, other_time: 5.1648559570
epoch time: 29.2589454651s, input_fired_time: 0.4624794722, output_fired_time: 0.0000000000, propagate_forward_time: 27.9471149445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8493518829
validation[          , genome  9166] predictions:    9827/  10000 (98.27%), best:    9852/10000 (98.52%), error:       544.98676, best error:       479.40710 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 373.7559814453s, input_fired_time: 3.6863045692, output_fired_time: 3.8146834373, propagate_forward_time: 138.2730255127, propagate_backward_time: 222.9472351074, weight_update_time: 0.5444060564, other_time: 5.0347137451
epoch time: 29.2401065826s, input_fired_time: 0.4650633037, output_fired_time: 0.0000000000, propagate_forward_time: 27.9136543274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8613891602
validation[          , genome  9166] predictions:    9840/  10000 (98.40%), best:    9852/10000 (98.52%), error:       502.73294, best error:       479.40710 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 370.8767700195s, input_fired_time: 3.6969454288, output_fired_time: 3.8032007217, propagate_forward_time: 136.6035308838, propagate_backward_time: 221.6703338623, weight_update_time: 0.5442686677, other_time: 5.1027526855
epoch time: 28.2641105652s, input_fired_time: 0.4597613215, output_fired_time: 0.0000000000, propagate_forward_time: 26.9151477814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8892021179
validation[          , genome  9166] predictions:    9814/  10000 (98.14%), best:    9852/10000 (98.52%), error:       610.20306, best error:       479.40710 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 371.4527282715s, input_fired_time: 3.7515890598, output_fired_time: 3.8226180077, propagate_forward_time: 136.7933807373, propagate_backward_time: 221.8769836426, weight_update_time: 0.5532098413, other_time: 5.2081451416
epoch time: 27.1801109314s, input_fired_time: 0.4518500268, output_fired_time: 0.0000000000, propagate_forward_time: 25.8224792480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9057807922
validation[          , genome  9166] predictions:    9840/  10000 (98.40%), best:    9852/10000 (98.52%), error:       540.31244, best error:       479.40710 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 374.9755249023s, input_fired_time: 3.7180156708, output_fired_time: 3.8355886936, propagate_forward_time: 138.4915161133, propagate_backward_time: 223.8430786133, weight_update_time: 0.5530242920, other_time: 5.0873107910
epoch time: 29.1465148926s, input_fired_time: 0.4610418379, output_fired_time: 0.0000000000, propagate_forward_time: 27.8327236176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8527488708
validation[          , genome  9166] predictions:    9839/  10000 (98.39%), best:    9852/10000 (98.52%), error:       499.75198, best error:       479.40710 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 373.0730895996s, input_fired_time: 3.7051908970, output_fired_time: 3.8029351234, propagate_forward_time: 137.9950561523, propagate_backward_time: 222.4954986572, weight_update_time: 0.5443037748, other_time: 5.0743865967
epoch time: 28.9245395660s, input_fired_time: 0.4622058868, output_fired_time: 0.0000000000, propagate_forward_time: 27.6128578186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8494758606
validation[          , genome  9166] predictions:    9775/  10000 (97.75%), best:    9852/10000 (98.52%), error:       707.53412, best error:       479.40710 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 372.1243896484s, input_fired_time: 3.7127332687, output_fired_time: 3.8088233471, propagate_forward_time: 137.5856323242, propagate_backward_time: 221.9524230957, weight_update_time: 0.5526545644, other_time: 5.0647583008
epoch time: 27.5036659241s, input_fired_time: 0.4599952996, output_fired_time: 0.0000000000, propagate_forward_time: 26.1223850250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9212856293
validation[          , genome  9166] predictions:    9838/  10000 (98.38%), best:    9852/10000 (98.52%), error:       537.02472, best error:       479.40710 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 369.8848266602s, input_fired_time: 3.7013938427, output_fired_time: 3.8140780926, propagate_forward_time: 135.9407653809, propagate_backward_time: 221.2536926270, weight_update_time: 0.5463414192, other_time: 5.1748962402
epoch time: 26.6799087524s, input_fired_time: 0.4503879547, output_fired_time: 0.0000000000, propagate_forward_time: 25.3134174347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9161033630
validation[          , genome  9166] predictions:    9807/  10000 (98.07%), best:    9852/10000 (98.52%), error:       654.11090, best error:       479.40710 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 372.2382202148s, input_fired_time: 3.7078399658, output_fired_time: 3.8044984341, propagate_forward_time: 137.1760101318, propagate_backward_time: 222.4761047363, weight_update_time: 0.5459789634, other_time: 5.0737762451
epoch time: 28.9456615448s, input_fired_time: 0.4580460787, output_fired_time: 0.0000000000, propagate_forward_time: 27.6441078186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8435077667
validation[          , genome  9166] predictions:    9846/  10000 (98.46%), best:    9852/10000 (98.52%), error:       528.70917, best error:       479.40710 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 371.8824157715s, input_fired_time: 3.7061002254, output_fired_time: 3.8059649467, propagate_forward_time: 137.3503265381, propagate_backward_time: 221.9296569824, weight_update_time: 0.5466646552, other_time: 5.0903778076
epoch time: 28.9293975830s, input_fired_time: 0.4680322111, output_fired_time: 0.0000000000, propagate_forward_time: 27.5776290894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8837356567
validation[          , genome  9166] predictions:    9845/  10000 (98.45%), best:    9852/10000 (98.52%), error:       485.20135, best error:       479.40710 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 372.8479919434s, input_fired_time: 3.7333669662, output_fired_time: 3.8112194538, propagate_forward_time: 137.8166961670, propagate_backward_time: 222.2994842529, weight_update_time: 0.5560108423, other_time: 5.1872253418
epoch time: 28.9632968903s, input_fired_time: 0.4601214826, output_fired_time: 0.0000000000, propagate_forward_time: 27.6458740234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8573017120
validation[          , genome  9166] predictions:    9853/  10000 (98.53%), best:    9852/10000 (98.52%), error:       496.00226, best error:       479.40710 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 368.5453186035s, input_fired_time: 3.7143521309, output_fired_time: 3.7929143906, propagate_forward_time: 135.5079956055, propagate_backward_time: 220.3289642334, weight_update_time: 0.5469042063, other_time: 5.2010955811
epoch time: 29.1528816223s, input_fired_time: 0.4605593681, output_fired_time: 0.0000000000, propagate_forward_time: 27.8432712555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8490505219
validation[          , genome  9166] predictions:    9844/  10000 (98.44%), best:    9852/10000 (98.52%), error:       482.89005, best error:       479.40710 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 373.6018981934s, input_fired_time: 3.7516114712, output_fired_time: 3.8304336071, propagate_forward_time: 138.0852661133, propagate_backward_time: 222.7377166748, weight_update_time: 0.5544269681, other_time: 5.1968536377
epoch time: 29.1342754364s, input_fired_time: 0.4685254991, output_fired_time: 0.0000000000, propagate_forward_time: 27.7816143036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8841362000
validation[          , genome  9166] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       478.26828, best error:       478.26828 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 370.0758972168s, input_fired_time: 3.6915912628, output_fired_time: 3.7923645973, propagate_forward_time: 135.9918365479, propagate_backward_time: 221.4998779297, weight_update_time: 0.5481505990, other_time: 5.1002349854
epoch time: 28.8451614380s, input_fired_time: 0.4662497640, output_fired_time: 0.0000000000, propagate_forward_time: 27.4972229004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8816890717
validation[          , genome  9166] predictions:    9845/  10000 (98.45%), best:    9848/10000 (98.48%), error:       501.25568, best error:       478.26828 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 373.0261230469s, input_fired_time: 3.7437884808, output_fired_time: 3.8075966835, propagate_forward_time: 137.7433776855, propagate_backward_time: 222.5883026123, weight_update_time: 0.5465750694, other_time: 5.1430816650
epoch time: 29.1826648712s, input_fired_time: 0.4742175937, output_fired_time: 0.0000000000, propagate_forward_time: 27.7956638336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9127826691
validation[          , genome  9166] predictions:    9842/  10000 (98.42%), best:    9848/10000 (98.48%), error:       517.91534, best error:       478.26828 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 374.9360961914s, input_fired_time: 3.7091336250, output_fired_time: 3.8163998127, propagate_forward_time: 139.2262420654, propagate_backward_time: 223.1906585693, weight_update_time: 0.5446770191, other_time: 4.9936523438
epoch time: 29.1512050629s, input_fired_time: 0.4678608477, output_fired_time: 0.0000000000, propagate_forward_time: 27.8065624237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8767814636
validation[          , genome  9166] predictions:    9825/  10000 (98.25%), best:    9848/10000 (98.48%), error:       575.89276, best error:       478.26828 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 374.2166442871s, input_fired_time: 3.7430412769, output_fired_time: 3.8346490860, propagate_forward_time: 138.6505584717, propagate_backward_time: 222.8565368652, weight_update_time: 0.5513794422, other_time: 5.1318511963
epoch time: 27.6540088654s, input_fired_time: 0.4696231484, output_fired_time: 0.0000000000, propagate_forward_time: 26.2253932953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9589920044
validation[          , genome  9166] predictions:    9847/  10000 (98.47%), best:    9848/10000 (98.48%), error:       478.69562, best error:       478.26828 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 376.5017089844s, input_fired_time: 3.7717254162, output_fired_time: 3.8309214115, propagate_forward_time: 139.6647033691, propagate_backward_time: 224.1185455322, weight_update_time: 0.5514224768, other_time: 5.1157989502
epoch time: 27.8481197357s, input_fired_time: 0.4804210663, output_fired_time: 0.0000000000, propagate_forward_time: 26.3803176880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9873809814
validation[          , genome  9166] predictions:    9840/  10000 (98.40%), best:    9848/10000 (98.48%), error:       509.40207, best error:       478.26828 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 369.7865295410s, input_fired_time: 3.7203257084, output_fired_time: 3.8011827469, propagate_forward_time: 136.0275573730, propagate_backward_time: 221.1240081787, weight_update_time: 0.5503013134, other_time: 5.1134490967
epoch time: 29.5376262665s, input_fired_time: 0.4724955857, output_fired_time: 0.0000000000, propagate_forward_time: 28.1729431152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8921871185
validation[          , genome  9166] predictions:    9823/  10000 (98.23%), best:    9848/10000 (98.48%), error:       536.01489, best error:       478.26828 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 373.3444824219s, input_fired_time: 3.7078781128, output_fired_time: 3.8033509254, propagate_forward_time: 138.1392364502, propagate_backward_time: 222.6865692139, weight_update_time: 0.5427342057, other_time: 5.0074462891
epoch time: 29.0422992706s, input_fired_time: 0.4714284539, output_fired_time: 0.0000000000, propagate_forward_time: 27.6948032379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8760681152
validation[          , genome  9166] predictions:    9845/  10000 (98.45%), best:    9848/10000 (98.48%), error:       525.97400, best error:       478.26828 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 373.7953186035s, input_fired_time: 3.7510688305, output_fired_time: 3.8279232979, propagate_forward_time: 138.0719757080, propagate_backward_time: 222.9954376221, weight_update_time: 0.5497495532, other_time: 5.1489257813
epoch time: 28.7638187408s, input_fired_time: 0.4647193551, output_fired_time: 0.0000000000, propagate_forward_time: 27.4395694733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8595294952
validation[          , genome  9166] predictions:    9852/  10000 (98.52%), best:    9848/10000 (98.48%), error:       515.29822, best error:       478.26828 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 368.5050048828s, input_fired_time: 3.7048790455, output_fired_time: 3.8015415668, propagate_forward_time: 135.1996917725, propagate_backward_time: 220.6322174072, weight_update_time: 0.5513723493, other_time: 5.1666870117
epoch time: 28.1666011810s, input_fired_time: 0.4630774558, output_fired_time: 0.0000000000, propagate_forward_time: 26.8271617889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8763618469
validation[          , genome  9166] predictions:    9785/  10000 (97.85%), best:    9848/10000 (98.48%), error:       691.42529, best error:       478.26828 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 374.8344116211s, input_fired_time: 3.7250440121, output_fired_time: 3.8124556541, propagate_forward_time: 139.1129760742, propagate_backward_time: 223.1799163818, weight_update_time: 0.5455164909, other_time: 5.0040130615
epoch time: 28.9300975800s, input_fired_time: 0.4607982039, output_fired_time: 0.0000000000, propagate_forward_time: 27.6207008362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8485984802
validation[          , genome  9166] predictions:    9831/  10000 (98.31%), best:    9848/10000 (98.48%), error:       510.57568, best error:       478.26828 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 374.0995483398s, input_fired_time: 3.7354698181, output_fired_time: 3.8175137043, propagate_forward_time: 138.4640197754, propagate_backward_time: 223.0363311768, weight_update_time: 0.5487900376, other_time: 5.0462188721
epoch time: 29.2994956970s, input_fired_time: 0.4632548392, output_fired_time: 0.0000000000, propagate_forward_time: 27.9868698120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8493709564
validation[          , genome  9166] predictions:    9841/  10000 (98.41%), best:    9848/10000 (98.48%), error:       544.80829, best error:       478.26828 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 372.3708496094s, input_fired_time: 3.7516663074, output_fired_time: 3.8106789589, propagate_forward_time: 137.6963958740, propagate_backward_time: 221.9678649902, weight_update_time: 0.5484642982, other_time: 5.1442413330
epoch time: 29.3203296661s, input_fired_time: 0.4789758623, output_fired_time: 0.0000000000, propagate_forward_time: 27.9463024139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8950519562
validation[          , genome  9166] predictions:    9834/  10000 (98.34%), best:    9848/10000 (98.48%), error:       591.61963, best error:       478.26828 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 376.2088928223s, input_fired_time: 3.7697353363, output_fired_time: 3.8525357246, propagate_forward_time: 139.5805969238, propagate_backward_time: 223.9105682373, weight_update_time: 0.5497392416, other_time: 5.0954437256
epoch time: 29.8069286346s, input_fired_time: 0.4860167801, output_fired_time: 0.0000000000, propagate_forward_time: 28.4240360260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8968753815
validation[          , genome  9166] predictions:    9845/  10000 (98.45%), best:    9848/10000 (98.48%), error:       497.73761, best error:       478.26828 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 371.8202209473s, input_fired_time: 3.6921856403, output_fired_time: 3.7873139381, propagate_forward_time: 137.6174774170, propagate_backward_time: 221.7507934570, weight_update_time: 0.5400668383, other_time: 4.9724273682
epoch time: 29.3849716187s, input_fired_time: 0.4840793610, output_fired_time: 0.0000000000, propagate_forward_time: 28.0003032684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9005889893
validation[          , genome  9166] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       455.87518, best error:       455.87518 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 372.3815307617s, input_fired_time: 3.7327368259, output_fired_time: 3.7884917259, propagate_forward_time: 137.6038208008, propagate_backward_time: 222.1655578613, weight_update_time: 0.5496491194, other_time: 5.0909423828
epoch time: 28.8440132141s, input_fired_time: 0.4698694050, output_fired_time: 0.0000000000, propagate_forward_time: 27.5177097321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8564338684
validation[          , genome  9166] predictions:    9854/  10000 (98.54%), best:    9865/10000 (98.65%), error:       483.68826, best error:       455.87518 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 371.5491943359s, input_fired_time: 3.7231926918, output_fired_time: 3.8061823845, propagate_forward_time: 137.0823364258, propagate_backward_time: 221.8698425293, weight_update_time: 0.5429806709, other_time: 5.0676269531
epoch time: 28.4628009796s, input_fired_time: 0.4731499255, output_fired_time: 0.0000000000, propagate_forward_time: 27.0724143982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9172363281
validation[          , genome  9166] predictions:    9842/  10000 (98.42%), best:    9865/10000 (98.65%), error:       495.45230, best error:       455.87518 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 374.6314086914s, input_fired_time: 3.7626252174, output_fired_time: 3.8311533928, propagate_forward_time: 138.5961303711, propagate_backward_time: 223.3044281006, weight_update_time: 0.5521882176, other_time: 5.1370697021
epoch time: 29.3993282318s, input_fired_time: 0.4826416373, output_fired_time: 0.0000000000, propagate_forward_time: 28.0281352997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8885517120
validation[          , genome  9166] predictions:    9852/  10000 (98.52%), best:    9865/10000 (98.65%), error:       494.75912, best error:       455.87518 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 370.1730346680s, input_fired_time: 3.7230772972, output_fired_time: 3.7956070900, propagate_forward_time: 136.3895568848, propagate_backward_time: 221.1607055664, weight_update_time: 0.5461348891, other_time: 5.1040954590
epoch time: 28.1168308258s, input_fired_time: 0.4643966258, output_fired_time: 0.0000000000, propagate_forward_time: 26.7630329132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8894004822
validation[          , genome  9166] predictions:    9848/  10000 (98.48%), best:    9865/10000 (98.65%), error:       476.41934, best error:       455.87518 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 367.9215393066s, input_fired_time: 3.6931548119, output_fired_time: 3.7950799465, propagate_forward_time: 135.2095184326, propagate_backward_time: 220.1078491211, weight_update_time: 0.5413851738, other_time: 5.1159515381
epoch time: 28.8866481781s, input_fired_time: 0.4774633646, output_fired_time: 0.0000000000, propagate_forward_time: 27.5124626160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8967227936
validation[          , genome  9166] predictions:    9822/  10000 (98.22%), best:    9865/10000 (98.65%), error:       563.30273, best error:       455.87518 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 372.4278259277s, input_fired_time: 3.7618076801, output_fired_time: 3.8148922920, propagate_forward_time: 137.5391387939, propagate_backward_time: 222.1249237061, weight_update_time: 0.5511704683, other_time: 5.1870727539
epoch time: 28.7885780334s, input_fired_time: 0.4622017443, output_fired_time: 0.0000000000, propagate_forward_time: 27.4668254852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8595504761
validation[          , genome  9166] predictions:    9841/  10000 (98.41%), best:    9865/10000 (98.65%), error:       488.11328, best error:       455.87518 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 372.3223876953s, input_fired_time: 3.7245614529, output_fired_time: 3.8082027435, propagate_forward_time: 137.6974182129, propagate_backward_time: 222.0272369385, weight_update_time: 0.5432389975, other_time: 5.0649871826
epoch time: 29.1850357056s, input_fired_time: 0.4774629176, output_fired_time: 0.0000000000, propagate_forward_time: 27.8448810577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8626918793
validation[          , genome  9166] predictions:    9871/  10000 (98.71%), best:    9865/10000 (98.65%), error:       457.24158, best error:       455.87518 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 372.5442199707s, input_fired_time: 3.7560102940, output_fired_time: 3.8006925583, propagate_forward_time: 137.6243591309, propagate_backward_time: 222.2065734863, weight_update_time: 0.5516596437, other_time: 5.1565856934
epoch time: 29.3309192657s, input_fired_time: 0.4722894430, output_fired_time: 0.0000000000, propagate_forward_time: 27.9989795685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8596496582
validation[          , genome  9166] predictions:    9844/  10000 (98.44%), best:    9865/10000 (98.65%), error:       479.63254, best error:       455.87518 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 369.4596252441s, input_fired_time: 3.7242312431, output_fired_time: 3.8048634529, propagate_forward_time: 135.8486633301, propagate_backward_time: 220.9229278564, weight_update_time: 0.5531980395, other_time: 5.1589202881
epoch time: 28.9908504486s, input_fired_time: 0.4630101919, output_fired_time: 0.0000000000, propagate_forward_time: 27.6827659607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8450737000
validation[          , genome  9166] predictions:    9844/  10000 (98.44%), best:    9865/10000 (98.65%), error:       534.59613, best error:       455.87518 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 370.2487487793s, input_fired_time: 3.7301588058, output_fired_time: 3.8059501648, propagate_forward_time: 136.3785705566, propagate_backward_time: 221.1885833740, weight_update_time: 0.5479428172, other_time: 5.1454925537
epoch time: 29.5761642456s, input_fired_time: 0.4726162553, output_fired_time: 0.0000000000, propagate_forward_time: 28.2221851349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8813629150
validation[          , genome  9166] predictions:    9844/  10000 (98.44%), best:    9865/10000 (98.65%), error:       489.95248, best error:       455.87518 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 371.9795227051s, input_fired_time: 3.7386889458, output_fired_time: 3.7929835320, propagate_forward_time: 137.5508575439, propagate_backward_time: 221.8110656738, weight_update_time: 0.5504910946, other_time: 5.0859527588
epoch time: 29.2257976532s, input_fired_time: 0.4730232656, output_fired_time: 0.0000000000, propagate_forward_time: 27.8965568542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8562183380
validation[          , genome  9166] predictions:    9837/  10000 (98.37%), best:    9865/10000 (98.65%), error:       482.19434, best error:       455.87518 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 372.4607543945s, input_fired_time: 3.7193815708, output_fired_time: 3.8071827888, propagate_forward_time: 137.5742034912, propagate_backward_time: 222.2945098877, weight_update_time: 0.5447379351, other_time: 5.0654602051
epoch time: 27.6045742035s, input_fired_time: 0.4574828446, output_fired_time: 0.0000000000, propagate_forward_time: 26.2541007996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8929901123
validation[          , genome  9166] predictions:    9851/  10000 (98.51%), best:    9865/10000 (98.65%), error:       466.66028, best error:       455.87518 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 375.0739440918s, input_fired_time: 3.7579326630, output_fired_time: 3.8278603554, propagate_forward_time: 138.6807708740, propagate_backward_time: 223.7231445313, weight_update_time: 0.5462304354, other_time: 5.0842437744
epoch time: 28.7678642273s, input_fired_time: 0.4612070918, output_fired_time: 0.0000000000, propagate_forward_time: 27.4728679657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8337898254
validation[          , genome  9166] predictions:    9850/  10000 (98.50%), best:    9865/10000 (98.65%), error:       506.20285, best error:       455.87518 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 373.2135925293s, input_fired_time: 3.7259483337, output_fired_time: 3.7984478474, propagate_forward_time: 138.2605133057, propagate_backward_time: 222.4169158936, weight_update_time: 0.5449370742, other_time: 5.0117492676
epoch time: 29.1103286743s, input_fired_time: 0.4750222862, output_fired_time: 0.0000000000, propagate_forward_time: 27.7288990021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9064083099
validation[          , genome  9166] predictions:    9837/  10000 (98.37%), best:    9865/10000 (98.65%), error:       512.34540, best error:       455.87518 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 372.9851379395s, input_fired_time: 3.7343986034, output_fired_time: 3.8179807663, propagate_forward_time: 137.9543609619, propagate_backward_time: 222.4399414063, weight_update_time: 0.5422754288, other_time: 5.0384368896
epoch time: 28.9226913452s, input_fired_time: 0.4716962874, output_fired_time: 0.0000000000, propagate_forward_time: 27.5751037598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8758907318
validation[          , genome  9166] predictions:    9850/  10000 (98.50%), best:    9865/10000 (98.65%), error:       499.86484, best error:       455.87518 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 372.0211486816s, input_fired_time: 3.7524094582, output_fired_time: 3.7977917194, propagate_forward_time: 137.5752258301, propagate_backward_time: 221.8358764648, weight_update_time: 0.5452105403, other_time: 5.0598449707
epoch time: 29.3870964050s, input_fired_time: 0.4676109552, output_fired_time: 0.0000000000, propagate_forward_time: 28.0757255554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8437595367
validation[          , genome  9166] predictions:    9855/  10000 (98.55%), best:    9865/10000 (98.65%), error:       455.87738, best error:       455.87518 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 373.1145324707s, input_fired_time: 3.7241475582, output_fired_time: 3.8001146317, propagate_forward_time: 138.0991058350, propagate_backward_time: 222.4715423584, weight_update_time: 0.5441540480, other_time: 5.0196228027
epoch time: 29.1669178009s, input_fired_time: 0.4691579044, output_fired_time: 0.0000000000, propagate_forward_time: 27.8445091248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8532505035
validation[          , genome  9166] predictions:    9854/  10000 (98.54%), best:    9865/10000 (98.65%), error:       484.03653, best error:       455.87518 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 368.6750793457s, input_fired_time: 3.7550964355, output_fired_time: 3.7986471653, propagate_forward_time: 135.4276885986, propagate_backward_time: 220.4491424561, weight_update_time: 0.5492281914, other_time: 5.2445068359
epoch time: 27.8889312744s, input_fired_time: 0.4597072303, output_fired_time: 0.0000000000, propagate_forward_time: 26.5475292206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8816947937
validation[          , genome  9166] predictions:    9819/  10000 (98.19%), best:    9865/10000 (98.65%), error:       551.68573, best error:       455.87518 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 371.4971313477s, input_fired_time: 3.7226648331, output_fired_time: 3.7973203659, propagate_forward_time: 137.1765136719, propagate_backward_time: 221.7309570313, weight_update_time: 0.5483352542, other_time: 5.0696716309
epoch time: 28.3762836456s, input_fired_time: 0.4641327262, output_fired_time: 0.0000000000, propagate_forward_time: 27.0527095795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8594417572
validation[          , genome  9166] predictions:    9834/  10000 (98.34%), best:    9865/10000 (98.65%), error:       515.27692, best error:       455.87518 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 372.5979309082s, input_fired_time: 3.7459905148, output_fired_time: 3.8092744350, propagate_forward_time: 137.3177642822, propagate_backward_time: 222.6558074951, weight_update_time: 0.5462430716, other_time: 5.0690917969
epoch time: 29.5203495026s, input_fired_time: 0.4816757739, output_fired_time: 0.0000000000, propagate_forward_time: 28.1697502136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8689231873
validation[          , genome  9166] predictions:    9846/  10000 (98.46%), best:    9865/10000 (98.65%), error:       492.60214, best error:       455.87518 on epoch:    80, 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: 142.3240814209s, input_fired_time: 2.3662459850, output_fired_time: 0.0000000000, propagate_forward_time: 135.2549896240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.7028503418
best training[          , genome  9166] predictions:   49976/  50000 (99.95%), best:    9865/10000 (98.65%), error:       380.53360, best error:       455.87518 on epoch:    80, 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: 28.9673442841s, input_fired_time: 0.4717752635, output_fired_time: 0.0000000000, propagate_forward_time: 27.6150798798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8804893494
   testing[          , genome  9166] predictions:    9887/  10000 (98.87%), best:    9865/10000 (98.65%), error:       384.62216, best error:       455.87518 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:12:09 (1776): called boinc_finish(0)

</stderr_txt>
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