Nameexact_genome_1542031203_187_5514_2
Workunit4079594
Created17 Nov 2018, 12:11:56 UTC
Sent17 Nov 2018, 12:12:45 UTC
Report deadline24 Feb 2019, 3:48:48 UTC
Received20 Nov 2018, 8:02:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID80138
Run time1 days 0 hours 53 min 11 sec
CPU time1 days 0 hours 41 min 57 sec
Validate stateValid
Credit24,662.51
Device peak FLOPS4.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size546.02 MB
Peak swap size565.81 MB
Peak disk usage11.69 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
019028, output_fired_time: 5.0241675377, propagate_forward_time: 237.7221374512, propagate_backward_time: 561.6049194336, weight_update_time: 0.2675287724, other_time: 8.1044311523
epoch time: 49.7184829712s, input_fired_time: 0.8482202888, output_fired_time: 0.0000000000, propagate_forward_time: 47.6547889709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2154731750
validation[          , genome  5514] predictions:    5730/  10000 (57.30%), best:    5926/10000 (59.26%), error:     12489.99414, best error:     11652.68848 on epoch:    11, epoch:   15/100, mu: 0.7302054763, learning_rate: 0.0018631894, weight_decay: 0.0002942414

epoch time: 827.6282348633s, input_fired_time: 14.4937477112, output_fired_time: 5.0208077431, propagate_forward_time: 238.0504455566, propagate_backward_time: 561.8547363281, weight_update_time: 0.2714855075, other_time: 8.2084960938
epoch time: 49.6716194153s, input_fired_time: 0.8496529460, output_fired_time: 0.0000000000, propagate_forward_time: 47.6038627625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2181053162
validation[          , genome  5514] predictions:    5962/  10000 (59.62%), best:    5962/10000 (59.62%), error:     11541.81738, best error:     11541.81738 on epoch:    16, epoch:   16/100, mu: 0.7411412597, learning_rate: 0.0017168348, weight_decay: 0.0002800885

epoch time: 827.6851196289s, input_fired_time: 14.5021791458, output_fired_time: 5.0243530273, propagate_forward_time: 238.0195465088, propagate_backward_time: 562.0377807617, weight_update_time: 0.2733754814, other_time: 8.1012573242
epoch time: 49.7600708008s, input_fired_time: 0.8495257497, output_fired_time: 0.0000000000, propagate_forward_time: 47.6418685913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2686767578
validation[          , genome  5514] predictions:    5936/  10000 (59.36%), best:    5962/10000 (59.62%), error:     11721.71484, best error:     11541.81738 on epoch:    16, epoch:   17/100, mu: 0.7516167164, learning_rate: 0.0015819764, weight_decay: 0.0002666163

epoch time: 827.5853881836s, input_fired_time: 14.5024118423, output_fired_time: 5.0160069466, propagate_forward_time: 237.8060150146, propagate_backward_time: 562.1572265625, weight_update_time: 0.2767345905, other_time: 8.1036987305
epoch time: 49.7194557190s, input_fired_time: 0.8547648787, output_fired_time: 0.0000000000, propagate_forward_time: 47.6398544312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2248382568
validation[          , genome  5514] predictions:    5928/  10000 (59.28%), best:    5962/10000 (59.62%), error:     11612.38965, best error:     11541.81738 on epoch:    16, epoch:   18/100, mu: 0.7616512179, learning_rate: 0.0014577112, weight_decay: 0.0002537922

epoch time: 827.9368286133s, input_fired_time: 14.5290336609, output_fired_time: 5.0328154564, propagate_forward_time: 238.0658264160, propagate_backward_time: 562.2194213867, weight_update_time: 0.2825030088, other_time: 8.0896606445
epoch time: 49.7319030762s, input_fired_time: 0.8587350249, output_fired_time: 0.0000000000, propagate_forward_time: 47.6557121277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2174568176
validation[          , genome  5514] predictions:    6096/  10000 (60.96%), best:    6096/10000 (60.96%), error:     11234.24609, best error:     11234.24609 on epoch:    19, epoch:   19/100, mu: 0.7712633610, learning_rate: 0.0013432072, weight_decay: 0.0002415850

epoch time: 827.7084350586s, input_fired_time: 14.5493421555, output_fired_time: 5.0299706459, propagate_forward_time: 237.9696197510, propagate_backward_time: 562.0760498047, weight_update_time: 0.2883144021, other_time: 8.0834960938
epoch time: 49.7091865540s, input_fired_time: 0.8604623079, output_fired_time: 0.0000000000, propagate_forward_time: 47.6236267090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2250976563
validation[          , genome  5514] predictions:    6076/  10000 (60.76%), best:    6096/10000 (60.96%), error:     11300.86426, best error:     11234.24609 on epoch:    19, epoch:   20/100, mu: 0.7804708481, learning_rate: 0.0012376976, weight_decay: 0.0002299648

epoch time: 828.1035766602s, input_fired_time: 14.5415105820, output_fired_time: 5.0367679596, propagate_forward_time: 237.8963623047, propagate_backward_time: 562.4983520508, weight_update_time: 0.2910485864, other_time: 8.1306152344
epoch time: 49.9404220581s, input_fired_time: 0.8661078811, output_fired_time: 0.0000000000, propagate_forward_time: 47.8487205505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2255935669
validation[          , genome  5514] predictions:    6046/  10000 (60.46%), best:    6096/10000 (60.96%), error:     11321.92773, best error:     11234.24609 on epoch:    19, epoch:   21/100, mu: 0.7892907858, learning_rate: 0.0011404757, weight_decay: 0.0002189036

epoch time: 828.1432495117s, input_fired_time: 14.5521993637, output_fired_time: 5.0302338600, propagate_forward_time: 238.0263061523, propagate_backward_time: 562.3459472656, weight_update_time: 0.2991012335, other_time: 8.1885986328
epoch time: 50.0699501038s, input_fired_time: 0.8644036651, output_fired_time: 0.0000000000, propagate_forward_time: 47.6432991028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5622482300
validation[          , genome  5514] predictions:    5984/  10000 (59.84%), best:    6096/10000 (60.96%), error:     11430.01660, best error:     11234.24609 on epoch:    19, epoch:   22/100, mu: 0.7977394462, learning_rate: 0.0010508907, weight_decay: 0.0002083745

epoch time: 827.7941894531s, input_fired_time: 14.5691576004, output_fired_time: 5.0292034149, propagate_forward_time: 237.8730773926, propagate_backward_time: 562.0667724609, weight_update_time: 0.3065398932, other_time: 8.2559814453
epoch time: 49.7188339233s, input_fired_time: 0.8616342545, output_fired_time: 0.0000000000, propagate_forward_time: 47.5997543335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2574462891
validation[          , genome  5514] predictions:    5940/  10000 (59.40%), best:    6096/10000 (60.96%), error:     11650.51855, best error:     11234.24609 on epoch:    19, epoch:   23/100, mu: 0.8058324456, learning_rate: 0.0009683426, weight_decay: 0.0001983518

epoch time: 834.7383422852s, input_fired_time: 14.9860849380, output_fired_time: 5.0753784180, propagate_forward_time: 239.6931304932, propagate_backward_time: 566.6732788086, weight_update_time: 0.3190490007, other_time: 8.3104858398
epoch time: 51.7674560547s, input_fired_time: 0.9247318506, output_fired_time: 0.0000000000, propagate_forward_time: 48.8931922913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9495315552
validation[          , genome  5514] predictions:    6145/  10000 (61.45%), best:    6145/10000 (61.45%), error:     11017.44922, best error:     11017.44922 on epoch:    24, epoch:   24/100, mu: 0.8135848045, learning_rate: 0.0008922787, weight_decay: 0.0001888111

epoch time: 835.2747802734s, input_fired_time: 14.7094640732, output_fired_time: 5.1174445152, propagate_forward_time: 240.3451995850, propagate_backward_time: 567.4430541992, weight_update_time: 0.3314825892, other_time: 7.6596069336
epoch time: 52.4014701843s, input_fired_time: 0.9264999032, output_fired_time: 0.0000000000, propagate_forward_time: 50.1492347717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3257369995
validation[          , genome  5514] predictions:    6144/  10000 (61.44%), best:    6145/10000 (61.45%), error:     11020.86035, best error:     11017.44922 on epoch:    24, epoch:   25/100, mu: 0.8210108280, learning_rate: 0.0008221897, weight_decay: 0.0001797294

epoch time: 843.1025390625s, input_fired_time: 14.8357191086, output_fired_time: 5.1477718353, propagate_forward_time: 241.9251251221, propagate_backward_time: 573.5814208984, weight_update_time: 0.3415869474, other_time: 7.6125488281
epoch time: 49.9038925171s, input_fired_time: 0.8782247305, output_fired_time: 0.0000000000, propagate_forward_time: 47.7910537720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2346153259
validation[          , genome  5514] predictions:    6190/  10000 (61.90%), best:    6190/10000 (61.90%), error:     10958.13965, best error:     10958.13965 on epoch:    26, epoch:   26/100, mu: 0.8281242847, learning_rate: 0.0007576062, weight_decay: 0.0001710845

epoch time: 837.9475097656s, input_fired_time: 14.9198064804, output_fired_time: 5.1494503021, propagate_forward_time: 240.6650848389, propagate_backward_time: 569.4968261719, weight_update_time: 0.3524847329, other_time: 7.7163085938
epoch time: 50.7221641541s, input_fired_time: 0.8926029205, output_fired_time: 0.0000000000, propagate_forward_time: 48.5512771606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2782821655
validation[          , genome  5514] predictions:    6014/  10000 (60.14%), best:    6190/10000 (61.90%), error:     11373.66016, best error:     10958.13965 on epoch:    26, epoch:   27/100, mu: 0.8349382877, learning_rate: 0.0006980958, weight_decay: 0.0001628554

epoch time: 839.3906860352s, input_fired_time: 14.7926340103, output_fired_time: 5.1356272697, propagate_forward_time: 241.2076873779, propagate_backward_time: 570.4738159180, weight_update_time: 0.3707121015, other_time: 7.7808837891
epoch time: 50.0110473633s, input_fired_time: 0.8877418637, output_fired_time: 0.0000000000, propagate_forward_time: 47.8926200867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2306861877
validation[          , genome  5514] predictions:    6185/  10000 (61.85%), best:    6190/10000 (61.90%), error:     11055.54785, best error:     10958.13965 on epoch:    26, epoch:   28/100, mu: 0.8414654732, learning_rate: 0.0006432600, weight_decay: 0.0001550222

epoch time: 844.0192871094s, input_fired_time: 15.0054407120, output_fired_time: 5.1668491364, propagate_forward_time: 242.1560363770, propagate_backward_time: 574.0072021484, weight_update_time: 0.3869795799, other_time: 7.6837158203
epoch time: 52.2690505981s, input_fired_time: 0.9129728675, output_fired_time: 0.0000000000, propagate_forward_time: 50.0562400818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2998390198
validation[          , genome  5514] predictions:    6172/  10000 (61.72%), best:    6172/10000 (61.72%), error:     10861.83398, best error:     10861.83398 on epoch:    29, epoch:   29/100, mu: 0.8477178812, learning_rate: 0.0005927316, weight_decay: 0.0001475657

epoch time: 836.1171875000s, input_fired_time: 14.8024320602, output_fired_time: 5.1657915115, propagate_forward_time: 240.4348907471, propagate_backward_time: 568.1861572266, weight_update_time: 0.3964990675, other_time: 7.5279541016
epoch time: 50.4035148621s, input_fired_time: 0.8957721591, output_fired_time: 0.0000000000, propagate_forward_time: 48.2604370117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2473068237
validation[          , genome  5514] predictions:    6196/  10000 (61.96%), best:    6172/10000 (61.72%), error:     10871.80078, best error:     10861.83398 on epoch:    29, epoch:   30/100, mu: 0.8537071347, learning_rate: 0.0005461721, weight_decay: 0.0001404678

epoch time: 838.4103393555s, input_fired_time: 14.8654499054, output_fired_time: 5.1102852821, propagate_forward_time: 240.8722076416, propagate_backward_time: 569.6585083008, weight_update_time: 0.4125886858, other_time: 7.9038696289
epoch time: 50.6428604126s, input_fired_time: 0.8943732977, output_fired_time: 0.0000000000, propagate_forward_time: 48.4901504517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2583351135
validation[          , genome  5514] predictions:    6204/  10000 (62.04%), best:    6172/10000 (61.72%), error:     10904.20020, best error:     10861.83398 on epoch:    29, epoch:   31/100, mu: 0.8594442606, learning_rate: 0.0005032700, weight_decay: 0.0001337114

epoch time: 845.4028320313s, input_fired_time: 14.9757375717, output_fired_time: 5.1753678322, propagate_forward_time: 242.6510772705, propagate_backward_time: 574.8887329102, weight_update_time: 0.4320713282, other_time: 7.7119750977
epoch time: 51.8413429260s, input_fired_time: 0.9143217802, output_fired_time: 0.0000000000, propagate_forward_time: 49.5639839172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3630371094
validation[          , genome  5514] predictions:    6147/  10000 (61.47%), best:    6172/10000 (61.72%), error:     11084.88477, best error:     10861.83398 on epoch:    29, epoch:   32/100, mu: 0.8649398685, learning_rate: 0.0004637379, weight_decay: 0.0001272799

epoch time: 841.2820434570s, input_fired_time: 14.9487686157, output_fired_time: 5.1628236771, propagate_forward_time: 241.2714080811, propagate_backward_time: 572.2347412109, weight_update_time: 0.4447299242, other_time: 7.6642456055
epoch time: 50.4052581787s, input_fired_time: 0.8964351416, output_fired_time: 0.0000000000, propagate_forward_time: 48.2571144104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2517089844
validation[          , genome  5514] predictions:    6153/  10000 (61.53%), best:    6172/10000 (61.72%), error:     11165.27832, best error:     10861.83398 on epoch:    29, epoch:   33/100, mu: 0.8702041507, learning_rate: 0.0004273110, weight_decay: 0.0001211578

epoch time: 842.0151977539s, input_fired_time: 14.9356555939, output_fired_time: 5.1634731293, propagate_forward_time: 241.5696105957, propagate_backward_time: 572.6613159180, weight_update_time: 0.4609517455, other_time: 7.6851196289
epoch time: 50.5724334717s, input_fired_time: 0.9051933885, output_fired_time: 0.0000000000, propagate_forward_time: 48.4027137756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2645263672
validation[          , genome  5514] predictions:    6230/  10000 (62.30%), best:    6230/10000 (62.30%), error:     10774.88379, best error:     10774.88379 on epoch:    34, epoch:   34/100, mu: 0.8752468228, learning_rate: 0.0003937455, weight_decay: 0.0001153302

epoch time: 841.7225341797s, input_fired_time: 14.9344682693, output_fired_time: 5.3333902359, propagate_forward_time: 241.4558410645, propagate_backward_time: 572.2264404297, weight_update_time: 0.4871789813, other_time: 7.7724609375
epoch time: 50.1567039490s, input_fired_time: 0.8956566453, output_fired_time: 0.0000000000, propagate_forward_time: 48.0125732422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2484741211
validation[          , genome  5514] predictions:    6231/  10000 (62.31%), best:    6230/10000 (62.30%), error:     10805.67188, best error:     10774.88379 on epoch:    34, epoch:   35/100, mu: 0.8800772429, learning_rate: 0.0003628165, weight_decay: 0.0001097829

epoch time: 841.3598022461s, input_fired_time: 14.9612236023, output_fired_time: 5.1848425865, propagate_forward_time: 241.2621459961, propagate_backward_time: 572.1909790039, weight_update_time: 0.5077703595, other_time: 7.7606201172
epoch time: 50.9901771545s, input_fired_time: 0.9135082364, output_fired_time: 0.0000000000, propagate_forward_time: 48.8061714172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2704963684
validation[          , genome  5514] predictions:    6106/  10000 (61.06%), best:    6230/10000 (62.30%), error:     10984.16602, best error:     10774.88379 on epoch:    34, epoch:   36/100, mu: 0.8847043514, learning_rate: 0.0003343171, weight_decay: 0.0001045024

epoch time: 839.5743408203s, input_fired_time: 14.8783245087, output_fired_time: 5.1315536499, propagate_forward_time: 240.6270751953, propagate_backward_time: 571.1925048828, weight_update_time: 0.4947159886, other_time: 7.7449340820
epoch time: 50.3569526672s, input_fired_time: 0.9069186449, output_fired_time: 0.0000000000, propagate_forward_time: 48.1957359314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2542991638
validation[          , genome  5514] predictions:    6316/  10000 (63.16%), best:    6316/10000 (63.16%), error:     10623.95215, best error:     10623.95215 on epoch:    37, epoch:   37/100, mu: 0.8891366720, learning_rate: 0.0003080563, weight_decay: 0.0000994759

epoch time: 844.5917358398s, input_fired_time: 15.0086927414, output_fired_time: 5.1758069992, propagate_forward_time: 242.5402984619, propagate_backward_time: 574.0162353516, weight_update_time: 0.5081192255, other_time: 7.8507690430
epoch time: 51.0389671326s, input_fired_time: 0.9271271229, output_fired_time: 0.0000000000, propagate_forward_time: 48.8485298157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2633094788
validation[          , genome  5514] predictions:    6223/  10000 (62.23%), best:    6316/10000 (63.16%), error:     10725.71973, best error:     10623.95215 on epoch:    37, epoch:   38/100, mu: 0.8933824301, learning_rate: 0.0002838583, weight_decay: 0.0000946911

epoch time: 842.5957031250s, input_fired_time: 15.0733633041, output_fired_time: 5.1600775719, propagate_forward_time: 241.9395446777, propagate_backward_time: 572.6302490234, weight_update_time: 0.5113049150, other_time: 7.7924804688
epoch time: 50.4756965637s, input_fired_time: 0.9064867496, output_fired_time: 0.0000000000, propagate_forward_time: 48.3106422424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2585678101
validation[          , genome  5514] predictions:    6260/  10000 (62.60%), best:    6316/10000 (63.16%), error:     10743.64355, best error:     10623.95215 on epoch:    37, epoch:   39/100, mu: 0.8974494338, learning_rate: 0.0002615610, weight_decay: 0.0000901365

epoch time: 837.0104370117s, input_fired_time: 14.8423175812, output_fired_time: 5.0948724747, propagate_forward_time: 239.4726257324, propagate_backward_time: 569.9448242188, weight_update_time: 0.5109149218, other_time: 7.6557617188
epoch time: 49.8985786438s, input_fired_time: 0.8994752765, output_fired_time: 0.0000000000, propagate_forward_time: 47.7737503052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2253532410
validation[          , genome  5514] predictions:    6292/  10000 (62.92%), best:    6292/10000 (62.92%), error:     10538.11035, best error:     10538.11035 on epoch:    40, epoch:   40/100, mu: 0.9013452530, learning_rate: 0.0002410153, weight_decay: 0.0000858010

epoch time: 835.7265014648s, input_fired_time: 14.8806991577, output_fired_time: 5.0946993828, propagate_forward_time: 239.8501281738, propagate_backward_time: 568.2643432617, weight_update_time: 0.5125321746, other_time: 7.6366577148
epoch time: 50.1111946106s, input_fired_time: 0.9108284116, output_fired_time: 0.0000000000, propagate_forward_time: 47.9588546753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2415122986
validation[          , genome  5514] predictions:    6303/  10000 (63.03%), best:    6292/10000 (62.92%), error:     10616.36816, best error:     10538.11035 on epoch:    40, epoch:   41/100, mu: 0.9050770998, learning_rate: 0.0002220834, weight_decay: 0.0000816740

epoch time: 842.4570922852s, input_fired_time: 15.0043315887, output_fired_time: 5.1603288651, propagate_forward_time: 241.4046173096, propagate_backward_time: 573.1520385742, weight_update_time: 0.5140295029, other_time: 7.7357788086
epoch time: 50.3500137329s, input_fired_time: 0.9135416746, output_fired_time: 0.0000000000, propagate_forward_time: 48.1837501526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2527236938
validation[          , genome  5514] predictions:    6394/  10000 (63.94%), best:    6394/10000 (63.94%), error:     10396.28320, best error:     10396.28320 on epoch:    42, epoch:   42/100, mu: 0.9086518288, learning_rate: 0.0002046386, weight_decay: 0.0000777455

epoch time: 837.9167480469s, input_fired_time: 14.8843402863, output_fired_time: 5.1211833954, propagate_forward_time: 240.4326171875, propagate_backward_time: 569.7213134766, weight_update_time: 0.5247941613, other_time: 7.7573242188
epoch time: 50.3024444580s, input_fired_time: 0.9132431149, output_fired_time: 0.0000000000, propagate_forward_time: 48.1486968994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2405052185
validation[          , genome  5514] predictions:    6327/  10000 (63.27%), best:    6394/10000 (63.94%), error:     10504.79395, best error:     10396.28320 on epoch:    42, epoch:   43/100, mu: 0.9120761156, learning_rate: 0.0001885641, weight_decay: 0.0000740060

epoch time: 836.8328857422s, input_fired_time: 14.8857288361, output_fired_time: 5.0795593262, propagate_forward_time: 239.5104675293, propagate_backward_time: 569.6652221680, weight_update_time: 0.5157336593, other_time: 7.6918334961
epoch time: 50.6303710938s, input_fired_time: 0.9225883484, output_fired_time: 0.0000000000, propagate_forward_time: 48.4635696411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2442131042
validation[          , genome  5514] predictions:    6404/  10000 (64.04%), best:    6404/10000 (64.04%), error:     10258.20020, best error:     10258.20020 on epoch:    44, epoch:   44/100, mu: 0.9153562188, learning_rate: 0.0001737523, weight_decay: 0.0000704463

epoch time: 835.9770507813s, input_fired_time: 14.8630437851, output_fired_time: 5.0955123901, propagate_forward_time: 239.9419403076, propagate_backward_time: 568.2992553711, weight_update_time: 0.5238368511, other_time: 7.7772827148
epoch time: 50.6301612854s, input_fired_time: 0.9151809216, output_fired_time: 0.0000000000, propagate_forward_time: 48.4522361755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2627449036
validation[          , genome  5514] predictions:    6287/  10000 (62.87%), best:    6404/10000 (64.04%), error:     10461.19238, best error:     10258.20020 on epoch:    44, epoch:   45/100, mu: 0.9184982777, learning_rate: 0.0001601040, weight_decay: 0.0000670579

epoch time: 842.0784301758s, input_fired_time: 15.0158128738, output_fired_time: 5.1381821632, propagate_forward_time: 242.0261077881, propagate_backward_time: 572.1765747070, weight_update_time: 0.5195860863, other_time: 7.7217407227
epoch time: 50.3556022644s, input_fired_time: 0.9180334210, output_fired_time: 0.0000000000, propagate_forward_time: 48.1890563965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2485122681
validation[          , genome  5514] predictions:    6373/  10000 (63.73%), best:    6404/10000 (64.04%), error:     10362.11621, best error:     10258.20020 on epoch:    44, epoch:   46/100, mu: 0.9215080738, learning_rate: 0.0001475277, weight_decay: 0.0000638325

epoch time: 837.0775756836s, input_fired_time: 14.9327745438, output_fired_time: 5.1279611588, propagate_forward_time: 240.0963592529, propagate_backward_time: 569.2543945313, weight_update_time: 0.5140809417, other_time: 7.6660156250
epoch time: 50.1650314331s, input_fired_time: 0.9116403461, output_fired_time: 0.0000000000, propagate_forward_time: 48.0196609497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2337303162
validation[          , genome  5514] predictions:    6431/  10000 (64.31%), best:    6404/10000 (64.04%), error:     10281.59668, best error:     10258.20020 on epoch:    44, epoch:   47/100, mu: 0.9243911505, learning_rate: 0.0001359393, weight_decay: 0.0000607621

epoch time: 840.8743286133s, input_fired_time: 15.0183267593, output_fired_time: 5.1386466026, propagate_forward_time: 241.1651611328, propagate_backward_time: 571.7926025391, weight_update_time: 0.5177956223, other_time: 7.7595825195
epoch time: 50.7869720459s, input_fired_time: 0.9290590882, output_fired_time: 0.0000000000, propagate_forward_time: 48.5941619873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2637519836
validation[          , genome  5514] predictions:    6416/  10000 (64.16%), best:    6404/10000 (64.04%), error:     10343.91113, best error:     10258.20020 on epoch:    44, epoch:   48/100, mu: 0.9271528721, learning_rate: 0.0001252612, weight_decay: 0.0000578395

epoch time: 835.4266357422s, input_fired_time: 14.8796977997, output_fired_time: 5.0696048737, propagate_forward_time: 239.3106842041, propagate_backward_time: 568.5130615234, weight_update_time: 0.5145123601, other_time: 7.6536254883
epoch time: 49.9059486389s, input_fired_time: 0.9097163081, output_fired_time: 0.0000000000, propagate_forward_time: 47.7614860535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2347450256
validation[          , genome  5514] predictions:    6368/  10000 (63.68%), best:    6404/10000 (64.04%), error:     10417.12500, best error:     10258.20020 on epoch:    44, epoch:   49/100, mu: 0.9297983646, learning_rate: 0.0001154219, weight_decay: 0.0000550575

epoch time: 836.0875244141s, input_fired_time: 14.9103736877, output_fired_time: 5.0770521164, propagate_forward_time: 240.0346527100, propagate_backward_time: 568.4588623047, weight_update_time: 0.5124217272, other_time: 7.6065673828
epoch time: 50.2372703552s, input_fired_time: 0.9153603315, output_fired_time: 0.0000000000, propagate_forward_time: 48.0792655945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2426452637
validation[          , genome  5514] predictions:    6343/  10000 (63.43%), best:    6404/10000 (64.04%), error:     10463.45703, best error:     10258.20020 on epoch:    44, epoch:   50/100, mu: 0.9323325157, learning_rate: 0.0001063554, weight_decay: 0.0000524092

epoch time: 836.6502075195s, input_fired_time: 14.9463329315, output_fired_time: 5.0982847214, propagate_forward_time: 239.7685089111, propagate_backward_time: 569.1781005859, weight_update_time: 0.5142168403, other_time: 7.6589965820
epoch time: 50.6219978333s, input_fired_time: 0.9310637116, output_fired_time: 0.0000000000, propagate_forward_time: 48.4100532532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2808799744
validation[          , genome  5514] predictions:    6457/  10000 (64.57%), best:    6457/10000 (64.57%), error:     10174.59863, best error:     10174.59863 on epoch:    51, epoch:   51/100, mu: 0.9347599745, learning_rate: 0.0000980011, weight_decay: 0.0000498884

epoch time: 840.3429565430s, input_fired_time: 14.9825754166, output_fired_time: 5.1075468063, propagate_forward_time: 240.4664916992, propagate_backward_time: 572.0130004883, weight_update_time: 0.5159722567, other_time: 7.7733154297
epoch time: 50.8199691772s, input_fired_time: 0.9302330613, output_fired_time: 0.0000000000, propagate_forward_time: 48.6217422485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2679939270
validation[          , genome  5514] predictions:    6424/  10000 (64.24%), best:    6457/10000 (64.57%), error:     10272.84180, best error:     10174.59863 on epoch:    51, epoch:   52/100, mu: 0.9370852709, learning_rate: 0.0000903031, weight_decay: 0.0000474888

epoch time: 839.5131835938s, input_fired_time: 15.0143766403, output_fired_time: 5.1044025421, propagate_forward_time: 240.3485717773, propagate_backward_time: 571.3540649414, weight_update_time: 0.5152534842, other_time: 7.6917114258
epoch time: 50.3176918030s, input_fired_time: 0.9241887927, output_fired_time: 0.0000000000, propagate_forward_time: 48.1542930603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2392082214
validation[          , genome  5514] predictions:    6500/  10000 (65.00%), best:    6500/10000 (65.00%), error:     10093.52246, best error:     10093.52246 on epoch:    53, epoch:   53/100, mu: 0.9393126369, learning_rate: 0.0000832097, weight_decay: 0.0000452046

epoch time: 835.8942871094s, input_fired_time: 14.9579744339, output_fired_time: 5.2117071152, propagate_forward_time: 239.6655273438, propagate_backward_time: 568.4284667969, weight_update_time: 0.5126479864, other_time: 7.6306152344
epoch time: 50.2684135437s, input_fired_time: 0.9275436401, output_fired_time: 0.0000000000, propagate_forward_time: 48.0949172974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2459526062
validation[          , genome  5514] predictions:    6411/  10000 (64.11%), best:    6500/10000 (65.00%), error:     10225.46387, best error:     10093.52246 on epoch:    53, epoch:   54/100, mu: 0.9414462447, learning_rate: 0.0000766735, weight_decay: 0.0000430303

epoch time: 840.0074462891s, input_fired_time: 15.0520505905, output_fired_time: 5.1188926697, propagate_forward_time: 241.7516479492, propagate_backward_time: 570.3906250000, weight_update_time: 0.5133170485, other_time: 7.6942138672
epoch time: 51.8295898438s, input_fired_time: 0.9548356533, output_fired_time: 0.0000000000, propagate_forward_time: 49.5537071228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3210487366
validation[          , genome  5514] predictions:    6516/  10000 (65.16%), best:    6516/10000 (65.16%), error:     10036.08984, best error:     10036.08984 on epoch:    55, epoch:   55/100, mu: 0.9434900880, learning_rate: 0.0000706508, weight_decay: 0.0000409605

epoch time: 839.1862792969s, input_fired_time: 14.9874897003, output_fired_time: 5.1048564911, propagate_forward_time: 240.1954345703, propagate_backward_time: 571.2060546875, weight_update_time: 0.5130673647, other_time: 7.6924438477
epoch time: 53.0540771484s, input_fired_time: 0.9859041572, output_fired_time: 0.0000000000, propagate_forward_time: 50.7437324524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3244400024
validation[          , genome  5514] predictions:    6570/  10000 (65.70%), best:    6570/10000 (65.70%), error:      9924.88770, best error:      9924.88770 on epoch:    56, epoch:   56/100, mu: 0.9454478621, learning_rate: 0.0000651011, weight_decay: 0.0000389903

epoch time: 839.9564208984s, input_fired_time: 15.0218124390, output_fired_time: 5.1051034927, propagate_forward_time: 240.0726776123, propagate_backward_time: 572.0080566406, weight_update_time: 0.5185472965, other_time: 7.7487792969
epoch time: 50.0684700012s, input_fired_time: 0.9298614264, output_fired_time: 0.0000000000, propagate_forward_time: 47.9066886902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2319183350
validation[          , genome  5514] predictions:    6521/  10000 (65.21%), best:    6570/10000 (65.70%), error:     10101.41406, best error:      9924.88770 on epoch:    56, epoch:   57/100, mu: 0.9473232627, learning_rate: 0.0000599874, weight_decay: 0.0000371149

epoch time: 840.4106445313s, input_fired_time: 15.0112848282, output_fired_time: 5.1105189323, propagate_forward_time: 240.7819061279, propagate_backward_time: 571.7858276367, weight_update_time: 0.5162223577, other_time: 7.7210693359
epoch time: 50.1439399719s, input_fired_time: 0.9276590943, output_fired_time: 0.0000000000, propagate_forward_time: 47.9862327576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2300491333
validation[          , genome  5514] predictions:    6497/  10000 (64.97%), best:    6570/10000 (65.70%), error:     10077.15234, best error:      9924.88770 on epoch:    56, epoch:   58/100, mu: 0.9491196871, learning_rate: 0.0000552754, weight_decay: 0.0000353297

epoch time: 836.6590576172s, input_fired_time: 14.9840068817, output_fired_time: 5.0984110832, propagate_forward_time: 239.6425170898, propagate_backward_time: 569.2719116211, weight_update_time: 0.5152060390, other_time: 7.6622314453
epoch time: 49.9228363037s, input_fired_time: 0.9272305965, output_fired_time: 0.0000000000, propagate_forward_time: 47.7694435120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2261619568
validation[          , genome  5514] predictions:    6451/  10000 (64.51%), best:    6570/10000 (65.70%), error:     10182.11816, best error:      9924.88770 on epoch:    56, epoch:   59/100, mu: 0.9508405328, learning_rate: 0.0000509334, weight_decay: 0.0000336304

epoch time: 836.4157104492s, input_fired_time: 15.0018796921, output_fired_time: 5.0799498558, propagate_forward_time: 239.7291107178, propagate_backward_time: 569.0288696289, weight_update_time: 0.5122923851, other_time: 7.5758666992
epoch time: 49.9704399109s, input_fired_time: 0.9299983382, output_fired_time: 0.0000000000, propagate_forward_time: 47.7988052368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2416381836
validation[          , genome  5514] predictions:    6489/  10000 (64.89%), best:    6570/10000 (65.70%), error:     10086.33984, best error:      9924.88770 on epoch:    56, epoch:   60/100, mu: 0.9524888992, learning_rate: 0.0000469326, weight_decay: 0.0000320128

epoch time: 835.8286743164s, input_fired_time: 14.9910068512, output_fired_time: 5.0835890770, propagate_forward_time: 239.4171142578, propagate_backward_time: 568.6965942383, weight_update_time: 0.5107801557, other_time: 7.6403198242
epoch time: 49.6717224121s, input_fired_time: 0.9193840027, output_fired_time: 0.0000000000, propagate_forward_time: 47.5375556946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2147827148
validation[          , genome  5514] predictions:    6545/  10000 (65.45%), best:    6545/10000 (65.45%), error:      9920.92383, best error:      9920.92383 on epoch:    61, epoch:   61/100, mu: 0.9540678859, learning_rate: 0.0000432460, weight_decay: 0.0000304730

epoch time: 830.1945800781s, input_fired_time: 14.8338117599, output_fired_time: 5.0092234612, propagate_forward_time: 237.8319244385, propagate_backward_time: 564.6453857422, weight_update_time: 0.5078223944, other_time: 7.8742675781
epoch time: 49.7167282104s, input_fired_time: 0.9215297699, output_fired_time: 0.0000000000, propagate_forward_time: 47.5846481323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2105484009
validation[          , genome  5514] predictions:    6476/  10000 (64.76%), best:    6545/10000 (65.45%), error:     10065.36523, best error:      9920.92383 on epoch:    61, epoch:   62/100, mu: 0.9555804133, learning_rate: 0.0000398490, weight_decay: 0.0000290072

epoch time: 828.5712890625s, input_fired_time: 14.8134460449, output_fired_time: 5.0063662529, propagate_forward_time: 237.2231292725, propagate_backward_time: 563.4750976563, weight_update_time: 0.5081037283, other_time: 8.0532226563
epoch time: 49.6545066833s, input_fired_time: 0.9209532738, output_fired_time: 0.0000000000, propagate_forward_time: 47.5188255310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2147293091
validation[          , genome  5514] predictions:    6496/  10000 (64.96%), best:    6545/10000 (65.45%), error:      9973.42773, best error:      9920.92383 on epoch:    61, epoch:   63/100, mu: 0.9570292830, learning_rate: 0.0000367188, weight_decay: 0.0000276120

epoch time: 829.2734375000s, input_fired_time: 14.8275814056, output_fired_time: 5.0232863426, propagate_forward_time: 237.3767547607, propagate_backward_time: 563.9519653320, weight_update_time: 0.5075847507, other_time: 8.0938110352
epoch time: 49.6604042053s, input_fired_time: 0.9237383008, output_fired_time: 0.0000000000, propagate_forward_time: 47.5291175842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2075500488
validation[          , genome  5514] predictions:    6463/  10000 (64.63%), best:    6545/10000 (65.45%), error:     10088.40820, best error:      9920.92383 on epoch:    61, epoch:   64/100, mu: 0.9584171772, learning_rate: 0.0000338346, weight_decay: 0.0000262839

epoch time: 828.7211914063s, input_fired_time: 14.8293666840, output_fired_time: 5.0160880089, propagate_forward_time: 237.3650970459, propagate_backward_time: 563.3898925781, weight_update_time: 0.5062226057, other_time: 8.1207275391
epoch time: 49.7016792297s, input_fired_time: 0.9217940569, output_fired_time: 0.0000000000, propagate_forward_time: 47.5660514832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2138328552
validation[          , genome  5514] predictions:    6531/  10000 (65.31%), best:    6545/10000 (65.45%), error:      9942.69727, best error:      9920.92383 on epoch:    61, epoch:   65/100, mu: 0.9597465992, learning_rate: 0.0000311768, weight_decay: 0.0000250196

epoch time: 829.0203247070s, input_fired_time: 14.8279953003, output_fired_time: 5.0031790733, propagate_forward_time: 237.4116516113, propagate_backward_time: 563.6887817383, weight_update_time: 0.5068271160, other_time: 8.0886840820
epoch time: 49.7098731995s, input_fired_time: 0.9232652783, output_fired_time: 0.0000000000, propagate_forward_time: 47.5738067627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2128028870
validation[          , genome  5514] predictions:    6491/  10000 (64.91%), best:    6545/10000 (65.45%), error:     10095.68164, best error:      9920.92383 on epoch:    61, epoch:   66/100, mu: 0.9610201120, learning_rate: 0.0000287279, weight_decay: 0.0000238162

epoch time: 828.3578491211s, input_fired_time: 14.8661689758, output_fired_time: 5.0081605911, propagate_forward_time: 237.2180786133, propagate_backward_time: 563.2166137695, weight_update_time: 0.5048663616, other_time: 8.0488281250
epoch time: 49.6288681030s, input_fired_time: 0.9182281494, output_fired_time: 0.0000000000, propagate_forward_time: 47.4901542664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2204856873
validation[          , genome  5514] predictions:    6525/  10000 (65.25%), best:    6545/10000 (65.45%), error:      9978.12598, best error:      9920.92383 on epoch:    61, epoch:   67/100, mu: 0.9622399807, learning_rate: 0.0000264713, weight_decay: 0.0000226707

epoch time: 829.3453369141s, input_fired_time: 14.8403568268, output_fired_time: 5.0057687759, propagate_forward_time: 237.4203186035, propagate_backward_time: 563.9568481445, weight_update_time: 0.5067732334, other_time: 8.1220092773
epoch time: 49.6797523499s, input_fired_time: 0.9250079989, output_fired_time: 0.0000000000, propagate_forward_time: 47.5445594788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2101860046
validation[          , genome  5514] predictions:    6566/  10000 (65.66%), best:    6566/10000 (65.66%), error:      9894.13574, best error:      9894.13574 on epoch:    68, epoch:   68/100, mu: 0.9634085298, learning_rate: 0.0000243919, weight_decay: 0.0000215802

epoch time: 828.8948364258s, input_fired_time: 14.8505268097, output_fired_time: 5.0021958351, propagate_forward_time: 237.2868499756, propagate_backward_time: 563.6987915039, weight_update_time: 0.5064468384, other_time: 8.0564575195
epoch time: 49.6881065369s, input_fired_time: 0.9288081527, output_fired_time: 0.0000000000, propagate_forward_time: 47.5207176208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2385826111
validation[          , genome  5514] predictions:    6596/  10000 (65.96%), best:    6596/10000 (65.96%), error:      9793.38184, best error:      9793.38184 on epoch:    69, epoch:   69/100, mu: 0.9645278454, learning_rate: 0.0000224759, weight_decay: 0.0000205422

epoch time: 829.2896728516s, input_fired_time: 14.8843269348, output_fired_time: 5.0149636269, propagate_forward_time: 237.4629974365, propagate_backward_time: 563.7695922852, weight_update_time: 0.5057060122, other_time: 8.1577758789
epoch time: 49.8272132874s, input_fired_time: 0.9292939901, output_fired_time: 0.0000000000, propagate_forward_time: 47.6586303711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2392883301
validation[          , genome  5514] predictions:    6558/  10000 (65.58%), best:    6596/10000 (65.96%), error:      9875.19238, best error:      9793.38184 on epoch:    69, epoch:   70/100, mu: 0.9656000733, learning_rate: 0.0000207104, weight_decay: 0.0000195541

epoch time: 828.3496704102s, input_fired_time: 14.8443174362, output_fired_time: 4.9991254807, propagate_forward_time: 237.0969848633, propagate_backward_time: 563.3334350586, weight_update_time: 0.5068107247, other_time: 8.0758056641
epoch time: 49.7262458801s, input_fired_time: 0.9283027649, output_fired_time: 0.0000000000, propagate_forward_time: 47.5749130249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2230300903
validation[          , genome  5514] predictions:    6598/  10000 (65.98%), best:    6596/10000 (65.96%), error:      9804.18750, best error:      9793.38184 on epoch:    69, epoch:   71/100, mu: 0.9666271806, learning_rate: 0.0000190836, weight_decay: 0.0000186136

epoch time: 828.1101684570s, input_fired_time: 14.8339920044, output_fired_time: 5.0074491501, propagate_forward_time: 236.8816375732, propagate_backward_time: 563.3200073242, weight_update_time: 0.5071990490, other_time: 8.0670776367
epoch time: 50.1733665466s, input_fired_time: 0.9361709952, output_fired_time: 0.0000000000, propagate_forward_time: 48.0044326782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2327613831
validation[          , genome  5514] predictions:    6603/  10000 (66.03%), best:    6603/10000 (66.03%), error:      9789.36133, best error:      9789.36133 on epoch:    72, epoch:   72/100, mu: 0.9676110148, learning_rate: 0.0000175846, weight_decay: 0.0000177183

epoch time: 830.5363159180s, input_fired_time: 14.8863744736, output_fired_time: 5.0198516846, propagate_forward_time: 237.8291168213, propagate_backward_time: 564.6667480469, weight_update_time: 0.5089076757, other_time: 8.1342773438
epoch time: 49.6888809204s, input_fired_time: 0.9303265214, output_fired_time: 0.0000000000, propagate_forward_time: 47.5451202393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2134323120
validation[          , genome  5514] predictions:    6510/  10000 (65.10%), best:    6603/10000 (66.03%), error:      9994.24316, best error:      9789.36133 on epoch:    72, epoch:   73/100, mu: 0.9685534835, learning_rate: 0.0000162033, weight_decay: 0.0000168660

epoch time: 830.9239501953s, input_fired_time: 14.8843536377, output_fired_time: 5.0189309120, propagate_forward_time: 237.6490783691, propagate_backward_time: 565.1044311523, weight_update_time: 0.5118307471, other_time: 8.2671508789
epoch time: 49.8134231567s, input_fired_time: 0.9327511787, output_fired_time: 0.0000000000, propagate_forward_time: 47.6643486023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2163238525
validation[          , genome  5514] predictions:    6580/  10000 (65.80%), best:    6603/10000 (66.03%), error:      9796.85645, best error:      9789.36133 on epoch:    72, epoch:   74/100, mu: 0.9694562554, learning_rate: 0.0000149305, weight_decay: 0.0000160548

epoch time: 828.7614746094s, input_fired_time: 14.8518886566, output_fired_time: 5.0008621216, propagate_forward_time: 237.1196899414, propagate_backward_time: 563.5405883789, weight_update_time: 0.5064712763, other_time: 8.2484741211
epoch time: 49.7099304199s, input_fired_time: 0.9325038195, output_fired_time: 0.0000000000, propagate_forward_time: 47.5618705750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2155570984
validation[          , genome  5514] predictions:    6594/  10000 (65.94%), best:    6603/10000 (66.03%), error:      9792.60156, best error:      9789.36133 on epoch:    72, epoch:   75/100, mu: 0.9703209996, learning_rate: 0.0000137577, weight_decay: 0.0000152826

epoch time: 829.3101806641s, input_fired_time: 14.8735408783, output_fired_time: 5.0161852837, propagate_forward_time: 237.2302398682, propagate_backward_time: 563.9691772461, weight_update_time: 0.5068670511, other_time: 8.2210693359
epoch time: 50.6125869751s, input_fired_time: 0.9335098267, output_fired_time: 0.0000000000, propagate_forward_time: 47.5147247314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1643524170
validation[          , genome  5514] predictions:    6634/  10000 (66.34%), best:    6634/10000 (66.34%), error:      9759.42676, best error:      9759.42676 on epoch:    76, epoch:   76/100, mu: 0.9711493850, learning_rate: 0.0000126771, weight_decay: 0.0000145475

epoch time: 829.6101074219s, input_fired_time: 14.8786268234, output_fired_time: 5.0141367912, propagate_forward_time: 237.2856292725, propagate_backward_time: 564.1035766602, weight_update_time: 0.5085131526, other_time: 8.3281250000
epoch time: 51.1933631897s, input_fired_time: 0.9499473572, output_fired_time: 0.0000000000, propagate_forward_time: 48.0984802246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1449356079
validation[          , genome  5514] predictions:    6610/  10000 (66.10%), best:    6610/10000 (66.10%), error:      9755.23242, best error:      9755.23242 on epoch:    77, epoch:   77/100, mu: 0.9719429016, learning_rate: 0.0000116813, weight_decay: 0.0000138478

epoch time: 828.7887573242s, input_fired_time: 14.8590812683, output_fired_time: 4.9980654716, propagate_forward_time: 237.0477600098, propagate_backward_time: 563.2601318359, weight_update_time: 0.5046336055, other_time: 8.6237792969
epoch time: 49.6529464722s, input_fired_time: 0.9301086068, output_fired_time: 0.0000000000, propagate_forward_time: 47.5078582764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2149810791
validation[          , genome  5514] predictions:    6583/  10000 (65.83%), best:    6610/10000 (66.10%), error:      9794.17285, best error:      9755.23242 on epoch:    77, epoch:   78/100, mu: 0.9727029800, learning_rate: 0.0000107637, weight_decay: 0.0000131817

epoch time: 828.9447021484s, input_fired_time: 14.8935403824, output_fired_time: 5.0169663429, propagate_forward_time: 237.1094055176, propagate_backward_time: 563.6539916992, weight_update_time: 0.5065665841, other_time: 8.2708129883
epoch time: 49.6586036682s, input_fired_time: 0.9322856069, output_fired_time: 0.0000000000, propagate_forward_time: 47.5214843750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2048339844
validation[          , genome  5514] predictions:    6633/  10000 (66.33%), best:    6633/10000 (66.33%), error:      9708.65918, best error:      9708.65918 on epoch:    79, epoch:   79/100, mu: 0.9734311104, learning_rate: 0.0000099182, weight_decay: 0.0000125477

epoch time: 828.6130981445s, input_fired_time: 14.8853731155, output_fired_time: 5.0000748634, propagate_forward_time: 237.0479583740, propagate_backward_time: 563.3769531250, weight_update_time: 0.5055637360, other_time: 8.3027343750
epoch time: 49.7629470825s, input_fired_time: 0.9342213273, output_fired_time: 0.0000000000, propagate_forward_time: 47.6104354858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2182884216
validation[          , genome  5514] predictions:    6592/  10000 (65.92%), best:    6633/10000 (66.33%), error:      9783.06934, best error:      9708.65918 on epoch:    79, epoch:   80/100, mu: 0.9741285443, learning_rate: 0.0000091391, weight_decay: 0.0000119441

epoch time: 829.1554565430s, input_fired_time: 14.8774785995, output_fired_time: 5.0046548843, propagate_forward_time: 237.3327178955, propagate_backward_time: 563.6132202148, weight_update_time: 0.5063719749, other_time: 8.3273925781
epoch time: 49.6665992737s, input_fired_time: 0.9342180490, output_fired_time: 0.0000000000, propagate_forward_time: 47.5181427002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2142372131
validation[          , genome  5514] predictions:    6635/  10000 (66.35%), best:    6633/10000 (66.33%), error:      9732.50488, best error:      9708.65918 on epoch:    79, epoch:   81/100, mu: 0.9747966528, learning_rate: 0.0000084212, weight_decay: 0.0000113696

epoch time: 829.0087890625s, input_fired_time: 14.8732395172, output_fired_time: 4.9965195656, propagate_forward_time: 237.1677551270, propagate_backward_time: 563.6508178711, weight_update_time: 0.5056515932, other_time: 8.3204956055
epoch time: 49.6901893616s, input_fired_time: 0.9332316518, output_fired_time: 0.0000000000, propagate_forward_time: 47.5408821106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2160758972
validation[          , genome  5514] predictions:    6658/  10000 (66.58%), best:    6658/10000 (66.58%), error:      9701.19336, best error:      9701.19336 on epoch:    82, epoch:   82/100, mu: 0.9754366279, learning_rate: 0.0000077597, weight_decay: 0.0000108227

epoch time: 831.5167846680s, input_fired_time: 14.9253053665, output_fired_time: 5.0165376663, propagate_forward_time: 237.8914184570, propagate_backward_time: 564.9821777344, weight_update_time: 0.5188443065, other_time: 8.7013549805
epoch time: 50.0743064880s, input_fired_time: 0.9366821647, output_fired_time: 0.0000000000, propagate_forward_time: 47.5708923340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5667304993
validation[          , genome  5514] predictions:    6602/  10000 (66.02%), best:    6658/10000 (66.58%), error:      9800.93457, best error:      9701.19336 on epoch:    82, epoch:   83/100, mu: 0.9760496616, learning_rate: 0.0000071502, weight_decay: 0.0000103022

epoch time: 829.1318359375s, input_fired_time: 14.8969717026, output_fired_time: 5.0104637146, propagate_forward_time: 237.1328125000, propagate_backward_time: 563.7272949219, weight_update_time: 0.5059725642, other_time: 8.3643188477
epoch time: 49.7237701416s, input_fired_time: 0.9372555614, output_fired_time: 0.0000000000, propagate_forward_time: 47.5743370056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2121772766
validation[          , genome  5514] predictions:    6630/  10000 (66.30%), best:    6658/10000 (66.58%), error:      9796.49609, best error:      9701.19336 on epoch:    82, epoch:   84/100, mu: 0.9766368866, learning_rate: 0.0000065886, weight_decay: 0.0000098066

epoch time: 829.0026245117s, input_fired_time: 14.8822526932, output_fired_time: 5.0004720688, propagate_forward_time: 237.1592712402, propagate_backward_time: 563.5816040039, weight_update_time: 0.5065540671, other_time: 8.3789672852
epoch time: 49.7217979431s, input_fired_time: 0.9398505688, output_fired_time: 0.0000000000, propagate_forward_time: 47.5556411743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2263069153
validation[          , genome  5514] predictions:    6630/  10000 (66.30%), best:    6630/10000 (66.30%), error:      9693.81543, best error:      9693.81543 on epoch:    85, epoch:   85/100, mu: 0.9771993756, learning_rate: 0.0000060710, weight_decay: 0.0000093349

epoch time: 829.2980346680s, input_fired_time: 14.8868141174, output_fired_time: 4.9973897934, propagate_forward_time: 237.2018127441, propagate_backward_time: 563.7993164063, weight_update_time: 0.5061146617, other_time: 8.4127197266
epoch time: 50.0163650513s, input_fired_time: 0.9524226189, output_fired_time: 0.0000000000, propagate_forward_time: 47.5660400391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4979019165
validation[          , genome  5514] predictions:    6608/  10000 (66.08%), best:    6630/10000 (66.30%), error:      9785.86328, best error:      9693.81543 on epoch:    85, epoch:   86/100, mu: 0.9777382016, learning_rate: 0.0000055941, weight_decay: 0.0000088859

epoch time: 829.2973022461s, input_fired_time: 14.8917684555, output_fired_time: 5.0113868713, propagate_forward_time: 237.1030578613, propagate_backward_time: 563.8878173828, weight_update_time: 0.5063601732, other_time: 8.4031982422
epoch time: 49.6338081360s, input_fired_time: 0.9349539280, output_fired_time: 0.0000000000, propagate_forward_time: 47.4818458557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2170066833
validation[          , genome  5514] predictions:    6563/  10000 (65.63%), best:    6630/10000 (66.30%), error:      9830.16113, best error:      9693.81543 on epoch:    85, epoch:   87/100, mu: 0.9782543778, learning_rate: 0.0000051547, weight_decay: 0.0000084585

epoch time: 828.7969970703s, input_fired_time: 14.9034423828, output_fired_time: 5.0077323914, propagate_forward_time: 237.0576477051, propagate_backward_time: 563.3884277344, weight_update_time: 0.5111771822, other_time: 8.4396972656
epoch time: 50.7207603455s, input_fired_time: 0.9370130301, output_fired_time: 0.0000000000, propagate_forward_time: 47.6072921753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1764564514
validation[          , genome  5514] predictions:    6589/  10000 (65.89%), best:    6630/10000 (66.30%), error:      9757.83105, best error:      9693.81543 on epoch:    85, epoch:   88/100, mu: 0.9787487984, learning_rate: 0.0000047498, weight_decay: 0.0000080517

epoch time: 829.5330810547s, input_fired_time: 14.9029245377, output_fired_time: 5.0079679489, propagate_forward_time: 237.3623504639, propagate_backward_time: 563.8685302734, weight_update_time: 0.5072037578, other_time: 8.3912353516
epoch time: 49.7062759399s, input_fired_time: 0.9374665618, output_fired_time: 0.0000000000, propagate_forward_time: 47.5533218384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2154884338
validation[          , genome  5514] predictions:    6573/  10000 (65.73%), best:    6630/10000 (66.30%), error:      9798.46094, best error:      9693.81543 on epoch:    85, epoch:   89/100, mu: 0.9792224169, learning_rate: 0.0000043767, weight_decay: 0.0000076644

epoch time: 828.5991821289s, input_fired_time: 14.8982534409, output_fired_time: 5.0068430901, propagate_forward_time: 237.0216217041, propagate_backward_time: 563.3671875000, weight_update_time: 0.5072552562, other_time: 8.3052978516
epoch time: 49.6827774048s, input_fired_time: 0.9371921420, output_fired_time: 0.0000000000, propagate_forward_time: 47.5362701416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2093162537
validation[          , genome  5514] predictions:    6654/  10000 (66.54%), best:    6654/10000 (66.54%), error:      9672.61426, best error:      9672.61426 on epoch:    90, epoch:   90/100, mu: 0.9796760678, learning_rate: 0.0000040329, weight_decay: 0.0000072957

epoch time: 828.9784545898s, input_fired_time: 14.8936929703, output_fired_time: 4.9952640533, propagate_forward_time: 237.0984649658, propagate_backward_time: 563.6726074219, weight_update_time: 0.5056310892, other_time: 8.3184814453
epoch time: 49.6733016968s, input_fired_time: 0.9400919080, output_fired_time: 0.0000000000, propagate_forward_time: 47.5171432495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2160682678
validation[          , genome  5514] predictions:    6629/  10000 (66.29%), best:    6654/10000 (66.54%), error:      9689.18652, best error:      9672.61426 on epoch:    90, epoch:   91/100, mu: 0.9801106453, learning_rate: 0.0000037161, weight_decay: 0.0000069448

epoch time: 831.3203125000s, input_fired_time: 14.9735631943, output_fired_time: 5.0268855095, propagate_forward_time: 238.1058349609, propagate_backward_time: 564.8400268555, weight_update_time: 0.5081374049, other_time: 8.3740234375
epoch time: 49.7706909180s, input_fired_time: 0.9379236102, output_fired_time: 0.0000000000, propagate_forward_time: 47.5710754395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2616920471
validation[          , genome  5514] predictions:    6633/  10000 (66.33%), best:    6654/10000 (66.54%), error:      9712.45215, best error:      9672.61426 on epoch:    90, epoch:   92/100, mu: 0.9805269241, learning_rate: 0.0000034242, weight_decay: 0.0000066108

epoch time: 829.5992431641s, input_fired_time: 14.9397277832, output_fired_time: 5.0109763145, propagate_forward_time: 237.4684448242, propagate_backward_time: 563.8777465820, weight_update_time: 0.5069453120, other_time: 8.3023681641
epoch time: 50.0415115356s, input_fired_time: 0.9450833797, output_fired_time: 0.0000000000, propagate_forward_time: 47.6897125244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4067153931
validation[          , genome  5514] predictions:    6634/  10000 (66.34%), best:    6654/10000 (66.54%), error:      9748.79297, best error:      9672.61426 on epoch:    90, epoch:   93/100, mu: 0.9809256792, learning_rate: 0.0000031553, weight_decay: 0.0000062928

epoch time: 828.7964477539s, input_fired_time: 14.9153175354, output_fired_time: 5.0050234795, propagate_forward_time: 237.2183685303, propagate_backward_time: 563.4613037109, weight_update_time: 0.5073394179, other_time: 8.1964111328
epoch time: 49.6876983643s, input_fired_time: 0.9361411333, output_fired_time: 0.0000000000, propagate_forward_time: 47.5390090942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2125473022
validation[          , genome  5514] predictions:    6674/  10000 (66.74%), best:    6674/10000 (66.74%), error:      9643.15527, best error:      9643.15527 on epoch:    94, epoch:   94/100, mu: 0.9813076258, learning_rate: 0.0000029074, weight_decay: 0.0000059901

epoch time: 829.1611938477s, input_fired_time: 14.9233617783, output_fired_time: 5.0042862892, propagate_forward_time: 237.3176574707, propagate_backward_time: 563.8394165039, weight_update_time: 0.5050166845, other_time: 8.0764770508
epoch time: 49.6334037781s, input_fired_time: 0.9397958517, output_fired_time: 0.0000000000, propagate_forward_time: 47.4849586487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2086486816
validation[          , genome  5514] predictions:    6645/  10000 (66.45%), best:    6674/10000 (66.74%), error:      9671.33496, best error:      9643.15527 on epoch:    94, epoch:   95/100, mu: 0.9816735387, learning_rate: 0.0000026790, weight_decay: 0.0000057020

epoch time: 828.8101196289s, input_fired_time: 14.9012384415, output_fired_time: 4.9980635643, propagate_forward_time: 237.0113830566, propagate_backward_time: 563.7904052734, weight_update_time: 0.5056946278, other_time: 8.1090087891
epoch time: 49.6676101685s, input_fired_time: 0.9375414252, output_fired_time: 0.0000000000, propagate_forward_time: 47.5170669556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2130012512
validation[          , genome  5514] predictions:    6587/  10000 (65.87%), best:    6674/10000 (66.74%), error:      9758.83398, best error:      9643.15527 on epoch:    94, epoch:   96/100, mu: 0.9820240140, learning_rate: 0.0000024686, weight_decay: 0.0000054277

epoch time: 829.3709716797s, input_fired_time: 14.9182243347, output_fired_time: 5.0050806999, propagate_forward_time: 237.3083648682, propagate_backward_time: 564.0705566406, weight_update_time: 0.5079816580, other_time: 8.0687866211
epoch time: 49.6510887146s, input_fired_time: 0.9372898340, output_fired_time: 0.0000000000, propagate_forward_time: 47.5043678284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2094306946
validation[          , genome  5514] predictions:    6661/  10000 (66.61%), best:    6674/10000 (66.74%), error:      9660.04883, best error:      9643.15527 on epoch:    94, epoch:   97/100, mu: 0.9823597670, learning_rate: 0.0000022747, weight_decay: 0.0000051667

epoch time: 828.7849121094s, input_fired_time: 14.9220352173, output_fired_time: 5.0040702820, propagate_forward_time: 237.3301391602, propagate_backward_time: 563.4651489258, weight_update_time: 0.5051808357, other_time: 8.0634765625
epoch time: 49.6683654785s, input_fired_time: 0.9375616908, output_fired_time: 0.0000000000, propagate_forward_time: 47.5222778320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2085266113
validation[          , genome  5514] predictions:    6646/  10000 (66.46%), best:    6674/10000 (66.74%), error:      9716.64355, best error:      9643.15527 on epoch:    94, epoch:   98/100, mu: 0.9826813936, learning_rate: 0.0000020960, weight_decay: 0.0000049182

epoch time: 829.5616455078s, input_fired_time: 14.9262256622, output_fired_time: 5.0109429359, propagate_forward_time: 237.2843475342, propagate_backward_time: 564.2179565430, weight_update_time: 0.5076891780, other_time: 8.1221923828
epoch time: 49.6571159363s, input_fired_time: 0.9397564530, output_fired_time: 0.0000000000, propagate_forward_time: 47.4965705872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2207870483
validation[          , genome  5514] predictions:    6668/  10000 (66.68%), best:    6674/10000 (66.74%), error:      9643.94629, best error:      9643.15527 on epoch:    94, epoch:   99/100, mu: 0.9829894900, learning_rate: 0.0000019314, weight_decay: 0.0000046816

epoch time: 829.3073730469s, input_fired_time: 14.9138879776, output_fired_time: 4.9995522499, propagate_forward_time: 237.1948852539, propagate_backward_time: 563.9545288086, weight_update_time: 0.5088697076, other_time: 8.2445068359
epoch time: 49.8670730591s, input_fired_time: 0.9392975569, output_fired_time: 0.0000000000, propagate_forward_time: 47.4942779541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4334983826
validation[          , genome  5514] predictions:    6672/  10000 (66.72%), best:    6674/10000 (66.74%), error:      9648.43262, best error:      9643.15527 on epoch:    94, epoch:  100/100, mu: 0.9832845926, learning_rate: 0.0000017796, weight_decay: 0.0000044564

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 247.9371032715s, input_fired_time: 4.6902961731, output_fired_time: 0.0000000000, propagate_forward_time: 237.1062469482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.1405639648
best training[          , genome  5514] predictions:   36987/  50000 (73.97%), best:    6674/10000 (66.74%), error:     39972.26172, best error:      9643.15527 on epoch:    94, epoch:  101/100, mu: 0.9835672975, learning_rate: 0.0000016399, weight_decay: 0.0000042421
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 50.6963768005s, input_fired_time: 0.9389222264, output_fired_time: 0.0000000000, propagate_forward_time: 47.5458412170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2116127014
   testing[          , genome  5514] predictions:    6674/  10000 (66.74%), best:    6674/10000 (66.74%), error:      9643.15527, best error:      9643.15527 on epoch:    94, epoch:  101/100, mu: 0.9835672975, learning_rate: 0.0000016399, weight_decay: 0.0000042421
backpropagation finished successfully!
02:13:12 (12508): called boinc_finish(0)

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