Nameexact_genome_1512568488_42_6631_1
Workunit2604348
Created7 Dec 2017, 20:54:48 UTC
Sent7 Dec 2017, 21:00:52 UTC
Report deadline13 Dec 2017, 13:17:37 UTC
Received8 Dec 2017, 1:15:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time1 hours 41 min 20 sec
CPU time1 hours 40 min 59 sec
Validate stateValid
Credit1,419.58
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

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

epoch time: 54.4150123596s, input_fired_time: 0.4683028162, output_fired_time: 0.2937451601, propagate_forward_time: 22.8478317261, propagate_backward_time: 29.3231792450, weight_update_time: 0.0774150789, other_time: 1.4819507599
epoch time: 4.8828186989s, input_fired_time: 0.0491730049, output_fired_time: 0.0000000000, propagate_forward_time: 4.5753273964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583184242
validation[          , genome  6631] predictions:    9624/  10000 (96.24%), best:    9676/10000 (96.76%), error:      1179.08533, best error:      1060.79492 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 55.0253753662s, input_fired_time: 0.4656431675, output_fired_time: 0.3106579483, propagate_forward_time: 23.0942420959, propagate_backward_time: 29.6696777344, weight_update_time: 0.0773247778, other_time: 1.4851531982
epoch time: 4.8825860023s, input_fired_time: 0.0497531593, output_fired_time: 0.0000000000, propagate_forward_time: 4.5745043755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583284378
validation[          , genome  6631] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1094.15271, best error:      1060.79492 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 54.5784950256s, input_fired_time: 0.4677713215, output_fired_time: 0.2939168513, propagate_forward_time: 22.9177436829, propagate_backward_time: 29.4065303802, weight_update_time: 0.0769976005, other_time: 1.4925327301
epoch time: 4.8843798637s, input_fired_time: 0.0507647581, output_fired_time: 0.0000000000, propagate_forward_time: 4.5719656944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2616496086
validation[          , genome  6631] predictions:    9702/  10000 (97.02%), best:    9676/10000 (96.76%), error:      1067.23267, best error:      1060.79492 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 54.8775100708s, input_fired_time: 0.4714691639, output_fired_time: 0.2960825264, propagate_forward_time: 23.0223770142, propagate_backward_time: 29.5757389069, weight_update_time: 0.0774276927, other_time: 1.5118427277
epoch time: 4.8758363724s, input_fired_time: 0.0500978753, output_fired_time: 0.0000000000, propagate_forward_time: 4.5663580894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2593803406
validation[          , genome  6631] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       993.43756, best error:       993.43756 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 54.6511344910s, input_fired_time: 0.4661658406, output_fired_time: 0.2941261828, propagate_forward_time: 22.9404869080, propagate_backward_time: 29.4584236145, weight_update_time: 0.0772101805, other_time: 1.4919319153
epoch time: 4.8763961792s, input_fired_time: 0.0495985560, output_fired_time: 0.0000000000, propagate_forward_time: 4.5692629814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2575345039
validation[          , genome  6631] predictions:    9636/  10000 (96.36%), best:    9709/10000 (97.09%), error:      1225.48828, best error:       993.43756 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 54.6793060303s, input_fired_time: 0.4686053395, output_fired_time: 0.2961445749, propagate_forward_time: 22.9059467316, propagate_backward_time: 29.5157432556, weight_update_time: 0.0767734423, other_time: 1.4928646088
epoch time: 4.9069161415s, input_fired_time: 0.0513813086, output_fired_time: 0.0000000000, propagate_forward_time: 4.5936450958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2618899345
validation[          , genome  6631] predictions:    9650/  10000 (96.50%), best:    9709/10000 (97.09%), error:      1214.17163, best error:       993.43756 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 54.6768264771s, input_fired_time: 0.4711492956, output_fired_time: 0.2949693501, propagate_forward_time: 22.9460792542, propagate_backward_time: 29.4572048187, weight_update_time: 0.0769328251, other_time: 1.5074253082
epoch time: 4.8894066811s, input_fired_time: 0.0497986712, output_fired_time: 0.0000000000, propagate_forward_time: 4.5811457634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2584624290
validation[          , genome  6631] predictions:    9713/  10000 (97.13%), best:    9709/10000 (97.09%), error:      1016.71252, best error:       993.43756 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 54.8115501404s, input_fired_time: 0.4686728120, output_fired_time: 0.2935282588, propagate_forward_time: 22.9685001373, propagate_backward_time: 29.5856170654, weight_update_time: 0.0770408735, other_time: 1.4952297211
epoch time: 4.8830356598s, input_fired_time: 0.0499871336, output_fired_time: 0.0000000000, propagate_forward_time: 4.5723433495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2607049942
validation[          , genome  6631] predictions:    9703/  10000 (97.03%), best:    9709/10000 (97.09%), error:      1004.55536, best error:       993.43756 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 54.5918273926s, input_fired_time: 0.4716914296, output_fired_time: 0.2931662202, propagate_forward_time: 22.9148368835, propagate_backward_time: 29.4197368622, weight_update_time: 0.0774687305, other_time: 1.4923954010
epoch time: 4.8968710899s, input_fired_time: 0.0506671183, output_fired_time: 0.0000000000, propagate_forward_time: 4.5865988731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2596049309
validation[          , genome  6631] predictions:    9702/  10000 (97.02%), best:    9709/10000 (97.09%), error:      1026.22266, best error:       993.43756 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 54.8631629944s, input_fired_time: 0.4784830809, output_fired_time: 0.2936025262, propagate_forward_time: 23.0434589386, propagate_backward_time: 29.5402183533, weight_update_time: 0.0777518898, other_time: 1.5074024200
epoch time: 4.9040975571s, input_fired_time: 0.0512579940, output_fired_time: 0.0000000000, propagate_forward_time: 4.5909404755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2618989944
validation[          , genome  6631] predictions:    9677/  10000 (96.77%), best:    9709/10000 (97.09%), error:      1045.18433, best error:       993.43756 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 54.9490051270s, input_fired_time: 0.4799559116, output_fired_time: 0.2930697501, propagate_forward_time: 23.0459175110, propagate_backward_time: 29.6347866058, weight_update_time: 0.0839528888, other_time: 1.4952754974
epoch time: 4.9779219627s, input_fired_time: 0.0481587872, output_fired_time: 0.0000000000, propagate_forward_time: 4.6736845970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2560787201
validation[          , genome  6631] predictions:    9619/  10000 (96.19%), best:    9709/10000 (97.09%), error:      1255.81335, best error:       993.43756 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 55.2599067688s, input_fired_time: 0.4851209819, output_fired_time: 0.2966231406, propagate_forward_time: 23.1109390259, propagate_backward_time: 29.8575000763, weight_update_time: 0.0769960210, other_time: 1.5097217560
epoch time: 4.9699063301s, input_fired_time: 0.0487462319, output_fired_time: 0.0000000000, propagate_forward_time: 4.6635494232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2576107979
validation[          , genome  6631] predictions:    9661/  10000 (96.61%), best:    9709/10000 (97.09%), error:      1116.19934, best error:       993.43756 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 55.1069259644s, input_fired_time: 0.4706932604, output_fired_time: 0.2936119437, propagate_forward_time: 23.1154212952, propagate_backward_time: 29.7196006775, weight_update_time: 0.0762296468, other_time: 1.5075988770
epoch time: 4.8601422310s, input_fired_time: 0.0481777228, output_fired_time: 0.0000000000, propagate_forward_time: 4.5561585426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558059692
validation[          , genome  6631] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       955.19769, best error:       955.19769 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 54.5600166321s, input_fired_time: 0.4612322450, output_fired_time: 0.2915430069, propagate_forward_time: 22.8963298798, propagate_backward_time: 29.4599876404, weight_update_time: 0.0734152421, other_time: 1.4509258270
epoch time: 4.9137730598s, input_fired_time: 0.0489904545, output_fired_time: 0.0000000000, propagate_forward_time: 4.6058597565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589230537
validation[          , genome  6631] predictions:    9668/  10000 (96.68%), best:    9716/10000 (97.16%), error:      1047.47351, best error:       955.19769 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 54.6620941162s, input_fired_time: 0.4639261365, output_fired_time: 0.2913031876, propagate_forward_time: 22.9908981323, propagate_backward_time: 29.4332981110, weight_update_time: 0.0863505229, other_time: 1.4826717377
epoch time: 4.8709163666s, input_fired_time: 0.0480942428, output_fired_time: 0.0000000000, propagate_forward_time: 4.5681200027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2547020912
validation[          , genome  6631] predictions:    9687/  10000 (96.87%), best:    9716/10000 (97.16%), error:      1037.81079, best error:       955.19769 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 54.8144226074s, input_fired_time: 0.4691834152, output_fired_time: 0.2924330235, propagate_forward_time: 23.0372085571, propagate_backward_time: 29.5384025574, weight_update_time: 0.0755411088, other_time: 1.4771919250
epoch time: 4.9016776085s, input_fired_time: 0.0513890274, output_fired_time: 0.0000000000, propagate_forward_time: 4.5865292549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637591362
validation[          , genome  6631] predictions:    9681/  10000 (96.81%), best:    9716/10000 (97.16%), error:      1075.49719, best error:       955.19769 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 54.6168594360s, input_fired_time: 0.4767498970, output_fired_time: 0.2927767932, propagate_forward_time: 22.9051036835, propagate_backward_time: 29.4389114380, weight_update_time: 0.0780432969, other_time: 1.5033168793
epoch time: 4.8734874725s, input_fired_time: 0.0510306396, output_fired_time: 0.0000000000, propagate_forward_time: 4.5644531250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2580037117
validation[          , genome  6631] predictions:    9712/  10000 (97.12%), best:    9716/10000 (97.16%), error:      1011.15369, best error:       955.19769 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 54.8019447327s, input_fired_time: 0.4827225208, output_fired_time: 0.2942672074, propagate_forward_time: 22.9403133392, propagate_backward_time: 29.5837612152, weight_update_time: 0.0780493245, other_time: 1.5008811951
epoch time: 4.8993706703s, input_fired_time: 0.0488803796, output_fired_time: 0.0000000000, propagate_forward_time: 4.5941734314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2563166618
validation[          , genome  6631] predictions:    9676/  10000 (96.76%), best:    9716/10000 (97.16%), error:      1121.94836, best error:       955.19769 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 54.9174270630s, input_fired_time: 0.4704930484, output_fired_time: 0.2927102149, propagate_forward_time: 23.0200366974, propagate_backward_time: 29.6590137482, weight_update_time: 0.0754507333, other_time: 1.4751739502
epoch time: 4.8818883896s, input_fired_time: 0.0489504822, output_fired_time: 0.0000000000, propagate_forward_time: 4.5752797127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2576580048
validation[          , genome  6631] predictions:    9657/  10000 (96.57%), best:    9716/10000 (97.16%), error:      1125.49243, best error:       955.19769 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 54.9066543579s, input_fired_time: 0.4718915522, output_fired_time: 0.2940234840, propagate_forward_time: 23.0514507294, propagate_backward_time: 29.6200904846, weight_update_time: 0.0759379119, other_time: 1.4691982269
epoch time: 4.9046244621s, input_fired_time: 0.0507608876, output_fired_time: 0.0000000000, propagate_forward_time: 4.5938744545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2599892616
validation[          , genome  6631] predictions:    9697/  10000 (96.97%), best:    9716/10000 (97.16%), error:      1007.65094, best error:       955.19769 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 54.6108627319s, input_fired_time: 0.4788504839, output_fired_time: 0.2926577330, propagate_forward_time: 22.8906631470, propagate_backward_time: 29.4484844208, weight_update_time: 0.0778421238, other_time: 1.5002079010
epoch time: 4.9660968781s, input_fired_time: 0.0504151806, output_fired_time: 0.0000000000, propagate_forward_time: 4.6551613808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605204582
validation[          , genome  6631] predictions:    9724/  10000 (97.24%), best:    9716/10000 (97.16%), error:       956.79340, best error:       955.19769 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 54.9102783203s, input_fired_time: 0.4675510526, output_fired_time: 0.2955439985, propagate_forward_time: 23.0379638672, propagate_backward_time: 29.6429882050, weight_update_time: 0.0741249770, other_time: 1.4662303925
epoch time: 4.8762555122s, input_fired_time: 0.0502574220, output_fired_time: 0.0000000000, propagate_forward_time: 4.5599827766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660155296
validation[          , genome  6631] predictions:    9710/  10000 (97.10%), best:    9716/10000 (97.16%), error:       966.42566, best error:       955.19769 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 55.0498504639s, input_fired_time: 0.4697453082, output_fired_time: 0.2947224379, propagate_forward_time: 23.0718345642, propagate_backward_time: 29.7439460754, weight_update_time: 0.0744206086, other_time: 1.4696006775
epoch time: 4.8732957840s, input_fired_time: 0.0494127087, output_fired_time: 0.0000000000, propagate_forward_time: 4.5667185783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2571644783
validation[          , genome  6631] predictions:    9697/  10000 (96.97%), best:    9716/10000 (97.16%), error:      1030.22461, best error:       955.19769 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 54.6618614197s, input_fired_time: 0.4679902792, output_fired_time: 0.2935578227, propagate_forward_time: 22.9303131104, propagate_backward_time: 29.5102596283, weight_update_time: 0.0739282742, other_time: 1.4597415924
epoch time: 4.8827285767s, input_fired_time: 0.0495424569, output_fired_time: 0.0000000000, propagate_forward_time: 4.5744986534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586874962
validation[          , genome  6631] predictions:    9695/  10000 (96.95%), best:    9716/10000 (97.16%), error:      1074.31409, best error:       955.19769 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 54.7577743530s, input_fired_time: 0.4782013595, output_fired_time: 0.2949002385, propagate_forward_time: 23.0201587677, propagate_backward_time: 29.4786109924, weight_update_time: 0.0767159685, other_time: 1.4859027863
epoch time: 4.9151020050s, input_fired_time: 0.0499717668, output_fired_time: 0.0000000000, propagate_forward_time: 4.6048784256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602519989
validation[          , genome  6631] predictions:    9690/  10000 (96.90%), best:    9716/10000 (97.16%), error:      1070.22644, best error:       955.19769 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 54.5837249756s, input_fired_time: 0.4791997075, output_fired_time: 0.2942572236, propagate_forward_time: 22.8966293335, propagate_backward_time: 29.4263801575, weight_update_time: 0.0769896060, other_time: 1.4872589111
epoch time: 4.8764896393s, input_fired_time: 0.0517318510, output_fired_time: 0.0000000000, propagate_forward_time: 4.5661230087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586345673
validation[          , genome  6631] predictions:    9718/  10000 (97.18%), best:    9716/10000 (97.16%), error:       961.04608, best error:       955.19769 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 54.6583633423s, input_fired_time: 0.4745855629, output_fired_time: 0.2938390076, propagate_forward_time: 22.9246559143, propagate_backward_time: 29.4824752808, weight_update_time: 0.0757278875, other_time: 1.4828071594
epoch time: 4.8801383972s, input_fired_time: 0.0495438948, output_fired_time: 0.0000000000, propagate_forward_time: 4.5747489929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558455467
validation[          , genome  6631] predictions:    9721/  10000 (97.21%), best:    9716/10000 (97.16%), error:       958.64008, best error:       955.19769 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 54.8817596436s, input_fired_time: 0.4686892629, output_fired_time: 0.2926816046, propagate_forward_time: 23.0206108093, propagate_backward_time: 29.6011676788, weight_update_time: 0.1039279178, other_time: 1.4986095428
epoch time: 4.8635869026s, input_fired_time: 0.0517518558, output_fired_time: 0.0000000000, propagate_forward_time: 4.5538129807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2580218315
validation[          , genome  6631] predictions:    9706/  10000 (97.06%), best:    9716/10000 (97.16%), error:      1047.21509, best error:       955.19769 on epoch:    26, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 54.6946525574s, input_fired_time: 0.4758636355, output_fired_time: 0.2931126058, propagate_forward_time: 22.9395256042, propagate_backward_time: 29.5231666565, weight_update_time: 0.0740218908, other_time: 1.4629821777
epoch time: 4.9738898277s, input_fired_time: 0.0510642603, output_fired_time: 0.0000000000, propagate_forward_time: 4.6589417458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2638835907
validation[          , genome  6631] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       926.51807, best error:       926.51807 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 54.8805313110s, input_fired_time: 0.4810917079, output_fired_time: 0.2963987291, propagate_forward_time: 23.0269699097, propagate_backward_time: 29.5833950043, weight_update_time: 0.0771173984, other_time: 1.4926776886
epoch time: 4.8980703354s, input_fired_time: 0.0501560308, output_fired_time: 0.0000000000, propagate_forward_time: 4.5918421745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2560720444
validation[          , genome  6631] predictions:    9680/  10000 (96.80%), best:    9725/10000 (97.25%), error:      1095.45105, best error:       926.51807 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 54.8905944824s, input_fired_time: 0.4764123857, output_fired_time: 0.2945709229, propagate_forward_time: 23.0342254639, propagate_backward_time: 29.6202735901, weight_update_time: 0.0750031397, other_time: 1.4651107788
epoch time: 4.9180760384s, input_fired_time: 0.0503116660, output_fired_time: 0.0000000000, propagate_forward_time: 4.6080470085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2597174644
validation[          , genome  6631] predictions:    9701/  10000 (97.01%), best:    9725/10000 (97.25%), error:      1006.45483, best error:       926.51807 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 54.7618751526s, input_fired_time: 0.4658158123, output_fired_time: 0.2933686972, propagate_forward_time: 22.9405097961, propagate_backward_time: 29.6053695679, weight_update_time: 0.0738665164, other_time: 1.4568099976
epoch time: 4.8947167397s, input_fired_time: 0.0492592417, output_fired_time: 0.0000000000, propagate_forward_time: 4.5875458717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2579116821
validation[          , genome  6631] predictions:    9690/  10000 (96.90%), best:    9725/10000 (97.25%), error:      1027.23889, best error:       926.51807 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 54.7010459900s, input_fired_time: 0.4688002765, output_fired_time: 0.2929590046, propagate_forward_time: 22.9195709229, propagate_backward_time: 29.5470638275, weight_update_time: 0.0746886060, other_time: 1.4726543427
epoch time: 4.8652215004s, input_fired_time: 0.0492553785, output_fired_time: 0.0000000000, propagate_forward_time: 4.5615329742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2544331551
validation[          , genome  6631] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       880.12427, best error:       880.12427 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 54.7768058777s, input_fired_time: 0.4718474746, output_fired_time: 0.2931004465, propagate_forward_time: 22.9279823303, propagate_backward_time: 29.6150970459, weight_update_time: 0.0750600994, other_time: 1.4687767029
epoch time: 4.8928937912s, input_fired_time: 0.0521264039, output_fired_time: 0.0000000000, propagate_forward_time: 4.5787138939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2620534897
validation[          , genome  6631] predictions:    9726/  10000 (97.26%), best:    9727/10000 (97.27%), error:       898.58978, best error:       880.12427 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 55.1473197937s, input_fired_time: 0.4725794792, output_fired_time: 0.3041429818, propagate_forward_time: 23.1043415070, propagate_backward_time: 29.7841224670, weight_update_time: 0.0756210983, other_time: 1.4821338654
epoch time: 4.8912825584s, input_fired_time: 0.0504047573, output_fired_time: 0.0000000000, propagate_forward_time: 4.5825166702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583613396
validation[          , genome  6631] predictions:    9708/  10000 (97.08%), best:    9727/10000 (97.27%), error:       960.23114, best error:       880.12427 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 54.6788368225s, input_fired_time: 0.4695543349, output_fired_time: 0.2925273180, propagate_forward_time: 22.9415798187, propagate_backward_time: 29.5224151611, weight_update_time: 0.0737566948, other_time: 1.4527606964
epoch time: 4.9085512161s, input_fired_time: 0.0499908663, output_fired_time: 0.0000000000, propagate_forward_time: 4.6018066406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567539215
validation[          , genome  6631] predictions:    9696/  10000 (96.96%), best:    9727/10000 (97.27%), error:       997.39447, best error:       880.12427 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 55.0319671631s, input_fired_time: 0.4696737826, output_fired_time: 0.2958254218, propagate_forward_time: 23.0333690643, propagate_backward_time: 29.7598094940, weight_update_time: 0.0740224570, other_time: 1.4732894897
epoch time: 4.9051508904s, input_fired_time: 0.0500530377, output_fired_time: 0.0000000000, propagate_forward_time: 4.5887975693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663002014
validation[          , genome  6631] predictions:    9714/  10000 (97.14%), best:    9727/10000 (97.27%), error:       977.47949, best error:       880.12427 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 54.9723167419s, input_fired_time: 0.4711018503, output_fired_time: 0.2932428420, propagate_forward_time: 23.1251888275, propagate_backward_time: 29.6279830933, weight_update_time: 0.0745398477, other_time: 1.4547977448
epoch time: 4.8800168037s, input_fired_time: 0.0503389351, output_fired_time: 0.0000000000, propagate_forward_time: 4.5730509758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566270828
validation[          , genome  6631] predictions:    9712/  10000 (97.12%), best:    9727/10000 (97.27%), error:       965.03595, best error:       880.12427 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 54.7767791748s, input_fired_time: 0.4704124033, output_fired_time: 0.2942922115, propagate_forward_time: 22.9580707550, propagate_backward_time: 29.5896129608, weight_update_time: 0.0740538016, other_time: 1.4643898010
epoch time: 5.0013265610s, input_fired_time: 0.0517559052, output_fired_time: 0.0000000000, propagate_forward_time: 4.6661353111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2834353447
validation[          , genome  6631] predictions:    9693/  10000 (96.93%), best:    9727/10000 (97.27%), error:      1015.42615, best error:       880.12427 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 55.2760772705s, input_fired_time: 0.4766193330, output_fired_time: 0.2953248322, propagate_forward_time: 23.1865310669, propagate_backward_time: 29.8340682983, weight_update_time: 0.0758205429, other_time: 1.4835319519
epoch time: 4.8886132240s, input_fired_time: 0.0525141396, output_fired_time: 0.0000000000, propagate_forward_time: 4.5782327652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2578663826
validation[          , genome  6631] predictions:    9698/  10000 (96.98%), best:    9727/10000 (97.27%), error:       999.73816, best error:       880.12427 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 54.8121299744s, input_fired_time: 0.4844725430, output_fired_time: 0.2947883308, propagate_forward_time: 22.9591159821, propagate_backward_time: 29.6008720398, weight_update_time: 0.0753752589, other_time: 1.4728794098
epoch time: 4.8796372414s, input_fired_time: 0.0527490079, output_fired_time: 0.0000000000, propagate_forward_time: 4.5676560402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2592320442
validation[          , genome  6631] predictions:    9684/  10000 (96.84%), best:    9727/10000 (97.27%), error:      1088.41821, best error:       880.12427 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 55.0475387573s, input_fired_time: 0.4810331464, output_fired_time: 0.3011201620, propagate_forward_time: 23.0430545807, propagate_backward_time: 29.7311935425, weight_update_time: 0.0771463215, other_time: 1.4911365509
epoch time: 4.8670363426s, input_fired_time: 0.0515810587, output_fired_time: 0.0000000000, propagate_forward_time: 4.5581140518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573413849
validation[          , genome  6631] predictions:    9699/  10000 (96.99%), best:    9727/10000 (97.27%), error:       983.45874, best error:       880.12427 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 55.0146675110s, input_fired_time: 0.4892261922, output_fired_time: 0.2946528792, propagate_forward_time: 23.0936164856, propagate_backward_time: 29.6588020325, weight_update_time: 0.0769908130, other_time: 1.4783706665
epoch time: 4.9052205086s, input_fired_time: 0.0534941889, output_fired_time: 0.0000000000, propagate_forward_time: 4.5880494118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636771202
validation[          , genome  6631] predictions:    9686/  10000 (96.86%), best:    9727/10000 (97.27%), error:      1039.04932, best error:       880.12427 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 54.9874916077s, input_fired_time: 0.4760243297, output_fired_time: 0.3021051288, propagate_forward_time: 23.0032920837, propagate_backward_time: 29.7357597351, weight_update_time: 0.0758450329, other_time: 1.4703102112
epoch time: 4.9168868065s, input_fired_time: 0.0515432619, output_fired_time: 0.0000000000, propagate_forward_time: 4.6048417091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605018616
validation[          , genome  6631] predictions:    9644/  10000 (96.44%), best:    9727/10000 (97.27%), error:      1191.78223, best error:       880.12427 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 54.7045631409s, input_fired_time: 0.4770857394, output_fired_time: 0.3017843664, propagate_forward_time: 22.9095878601, propagate_backward_time: 29.5455799103, weight_update_time: 0.0760627240, other_time: 1.4705257416
epoch time: 4.9139719009s, input_fired_time: 0.0522791222, output_fired_time: 0.0000000000, propagate_forward_time: 4.5995197296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621731758
validation[          , genome  6631] predictions:    9731/  10000 (97.31%), best:    9727/10000 (97.27%), error:       949.79016, best error:       880.12427 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 54.6720962524s, input_fired_time: 0.4852410555, output_fired_time: 0.2948456407, propagate_forward_time: 22.9120082855, propagate_backward_time: 29.4944229126, weight_update_time: 0.0779147372, other_time: 1.4855785370
epoch time: 4.8919534683s, input_fired_time: 0.0526978932, output_fired_time: 0.0000000000, propagate_forward_time: 4.5769906044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2622652054
validation[          , genome  6631] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       871.39197, best error:       871.39197 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 54.7727317810s, input_fired_time: 0.4845226109, output_fired_time: 0.2955051363, propagate_forward_time: 22.9413833618, propagate_backward_time: 29.5460376740, weight_update_time: 0.0785840452, other_time: 1.5052814484
epoch time: 5.0361700058s, input_fired_time: 0.0542717725, output_fired_time: 0.0000000000, propagate_forward_time: 4.7008576393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810406685
validation[          , genome  6631] predictions:    9728/  10000 (97.28%), best:    9744/10000 (97.44%), error:       962.57764, best error:       871.39197 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 55.0846557617s, input_fired_time: 0.4815613627, output_fired_time: 0.2946338058, propagate_forward_time: 23.1419715881, propagate_backward_time: 29.6471271515, weight_update_time: 0.0768443868, other_time: 1.5193653107
epoch time: 4.8830204010s, input_fired_time: 0.0527721271, output_fired_time: 0.0000000000, propagate_forward_time: 4.5694808960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2607674599
validation[          , genome  6631] predictions:    9717/  10000 (97.17%), best:    9744/10000 (97.44%), error:       975.45898, best error:       871.39197 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 54.5083847046s, input_fired_time: 0.4786742330, output_fired_time: 0.2934096456, propagate_forward_time: 22.8261680603, propagate_backward_time: 29.4250087738, weight_update_time: 0.0774665326, other_time: 1.4851207733
epoch time: 4.8715257645s, input_fired_time: 0.0517837591, output_fired_time: 0.0000000000, propagate_forward_time: 4.5607924461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589497566
validation[          , genome  6631] predictions:    9672/  10000 (96.72%), best:    9744/10000 (97.44%), error:      1112.81958, best error:       871.39197 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 55.0452728271s, input_fired_time: 0.4858494401, output_fired_time: 0.3012921810, propagate_forward_time: 23.1403045654, propagate_backward_time: 29.6320362091, weight_update_time: 0.0772987232, other_time: 1.4857883453
epoch time: 4.9057345390s, input_fired_time: 0.0513894707, output_fired_time: 0.0000000000, propagate_forward_time: 4.5957708359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2585740089
validation[          , genome  6631] predictions:    9694/  10000 (96.94%), best:    9744/10000 (97.44%), error:      1051.12402, best error:       871.39197 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 54.8916931152s, input_fired_time: 0.4792416692, output_fired_time: 0.2932001352, propagate_forward_time: 22.9996337891, propagate_backward_time: 29.6409111023, weight_update_time: 0.0766366273, other_time: 1.4787063599
epoch time: 4.8894014359s, input_fired_time: 0.0525584221, output_fired_time: 0.0000000000, propagate_forward_time: 4.5764751434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2603678703
validation[          , genome  6631] predictions:    9720/  10000 (97.20%), best:    9744/10000 (97.44%), error:       953.87872, best error:       871.39197 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 55.1855964661s, input_fired_time: 0.4888322055, output_fired_time: 0.2968804538, propagate_forward_time: 23.0872917175, propagate_backward_time: 29.7915859222, weight_update_time: 0.0781024992, other_time: 1.5210094452
epoch time: 4.9242672920s, input_fired_time: 0.0519525744, output_fired_time: 0.0000000000, propagate_forward_time: 4.6108374596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2614774704
validation[          , genome  6631] predictions:    9663/  10000 (96.63%), best:    9744/10000 (97.44%), error:      1083.64575, best error:       871.39197 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 55.0826644897s, input_fired_time: 0.4768011272, output_fired_time: 0.2945199609, propagate_forward_time: 23.1087951660, propagate_backward_time: 29.7197914124, weight_update_time: 0.0841773525, other_time: 1.4827537537
epoch time: 5.0341463089s, input_fired_time: 0.0508207493, output_fired_time: 0.0000000000, propagate_forward_time: 4.7258219719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2575035095
validation[          , genome  6631] predictions:    9737/  10000 (97.37%), best:    9744/10000 (97.44%), error:       906.50793, best error:       871.39197 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 55.4016036987s, input_fired_time: 0.4849674106, output_fired_time: 0.2951174080, propagate_forward_time: 23.2522735596, propagate_backward_time: 29.8822879791, weight_update_time: 0.0764318481, other_time: 1.4869594574
epoch time: 5.0519614220s, input_fired_time: 0.0548259504, output_fired_time: 0.0000000000, propagate_forward_time: 4.7279453278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691903114
validation[          , genome  6631] predictions:    9625/  10000 (96.25%), best:    9744/10000 (97.44%), error:      1184.03223, best error:       871.39197 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 55.1567001343s, input_fired_time: 0.4826626182, output_fired_time: 0.2946893275, propagate_forward_time: 23.0996322632, propagate_backward_time: 29.8025760651, weight_update_time: 0.0760969520, other_time: 1.4771404266
epoch time: 4.9167551994s, input_fired_time: 0.0514651090, output_fired_time: 0.0000000000, propagate_forward_time: 4.6038618088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2614283562
validation[          , genome  6631] predictions:    9716/  10000 (97.16%), best:    9744/10000 (97.44%), error:       947.83740, best error:       871.39197 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 54.7942504883s, input_fired_time: 0.4749259055, output_fired_time: 0.2940532267, propagate_forward_time: 22.9513950348, propagate_backward_time: 29.6140270233, weight_update_time: 0.0737328380, other_time: 1.4598503113
epoch time: 4.9461584091s, input_fired_time: 0.0518213436, output_fired_time: 0.0000000000, propagate_forward_time: 4.6379594803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2563776970
validation[          , genome  6631] predictions:    9715/  10000 (97.15%), best:    9744/10000 (97.44%), error:       962.11249, best error:       871.39197 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 55.3722763062s, input_fired_time: 0.4930371046, output_fired_time: 0.2977795601, propagate_forward_time: 23.1376838684, propagate_backward_time: 29.9076976776, weight_update_time: 0.0786005631, other_time: 1.5360774994
epoch time: 4.9222302437s, input_fired_time: 0.0521805361, output_fired_time: 0.0000000000, propagate_forward_time: 4.6107330322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2593164444
validation[          , genome  6631] predictions:    9684/  10000 (96.84%), best:    9744/10000 (97.44%), error:      1088.02747, best error:       871.39197 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 55.0898056030s, input_fired_time: 0.4846315682, output_fired_time: 0.2943723202, propagate_forward_time: 23.0393085480, propagate_backward_time: 29.7844161987, weight_update_time: 0.0764677897, other_time: 1.4870777130
epoch time: 4.8994083405s, input_fired_time: 0.0526469909, output_fired_time: 0.0000000000, propagate_forward_time: 4.5865387917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602224350
validation[          , genome  6631] predictions:    9737/  10000 (97.37%), best:    9744/10000 (97.44%), error:       910.35370, best error:       871.39197 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 54.9596481323s, input_fired_time: 0.4840102494, output_fired_time: 0.2944175899, propagate_forward_time: 23.0127677917, propagate_backward_time: 29.6762599945, weight_update_time: 0.0759844184, other_time: 1.4921932220
epoch time: 4.9166178703s, input_fired_time: 0.0518566221, output_fired_time: 0.0000000000, propagate_forward_time: 4.6061649323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2585964203
validation[          , genome  6631] predictions:    9671/  10000 (96.71%), best:    9744/10000 (97.44%), error:      1017.97870, best error:       871.39197 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 55.0112648010s, input_fired_time: 0.4753027558, output_fired_time: 0.3041231632, propagate_forward_time: 23.0064334869, propagate_backward_time: 29.7631282806, weight_update_time: 0.0742007792, other_time: 1.4622764587
epoch time: 4.8851628304s, input_fired_time: 0.0530466847, output_fired_time: 0.0000000000, propagate_forward_time: 4.5722470284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2598690987
validation[          , genome  6631] predictions:    9689/  10000 (96.89%), best:    9744/10000 (97.44%), error:      1017.46924, best error:       871.39197 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 55.1136741638s, input_fired_time: 0.4840041101, output_fired_time: 0.2943922579, propagate_forward_time: 23.0812530518, propagate_backward_time: 29.7486209869, weight_update_time: 0.0783885121, other_time: 1.5054035187
epoch time: 4.9294672012s, input_fired_time: 0.0522365235, output_fired_time: 0.0000000000, propagate_forward_time: 4.6192021370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2580285072
validation[          , genome  6631] predictions:    9571/  10000 (95.71%), best:    9744/10000 (97.44%), error:      1512.57776, best error:       871.39197 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 55.2018508911s, input_fired_time: 0.4795307815, output_fired_time: 0.2969557643, propagate_forward_time: 23.1099815369, propagate_backward_time: 29.8446884155, weight_update_time: 0.0744223967, other_time: 1.4706954956
epoch time: 4.8942894936s, input_fired_time: 0.0521035455, output_fired_time: 0.0000000000, propagate_forward_time: 4.5836176872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2585682869
validation[          , genome  6631] predictions:    9745/  10000 (97.45%), best:    9744/10000 (97.44%), error:       881.55347, best error:       871.39197 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 55.1272239685s, input_fired_time: 0.4766901135, output_fired_time: 0.2958375812, propagate_forward_time: 23.1165370941, propagate_backward_time: 29.7707805634, weight_update_time: 0.0750822723, other_time: 1.4673805237
epoch time: 4.9238123894s, input_fired_time: 0.0522248559, output_fired_time: 0.0000000000, propagate_forward_time: 4.6098623276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2617254257
validation[          , genome  6631] predictions:    9712/  10000 (97.12%), best:    9744/10000 (97.44%), error:       981.41150, best error:       871.39197 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 55.1591262817s, input_fired_time: 0.4851304889, output_fired_time: 0.2958554626, propagate_forward_time: 23.0513267517, propagate_backward_time: 29.8342685699, weight_update_time: 0.0767788291, other_time: 1.4925441742
epoch time: 4.9364480972s, input_fired_time: 0.0522961803, output_fired_time: 0.0000000000, propagate_forward_time: 4.6170754433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2670764923
validation[          , genome  6631] predictions:    9658/  10000 (96.58%), best:    9744/10000 (97.44%), error:      1124.54370, best error:       871.39197 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 54.9974250793s, input_fired_time: 0.4797285199, output_fired_time: 0.2946821451, propagate_forward_time: 23.0669269562, propagate_backward_time: 29.6910171509, weight_update_time: 0.0742948055, other_time: 1.4650707245
epoch time: 4.9022994041s, input_fired_time: 0.0521639362, output_fired_time: 0.0000000000, propagate_forward_time: 4.5927491188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573862076
validation[          , genome  6631] predictions:    9710/  10000 (97.10%), best:    9744/10000 (97.44%), error:       963.81030, best error:       871.39197 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 54.8637695312s, input_fired_time: 0.4906646311, output_fired_time: 0.2955060601, propagate_forward_time: 22.9835357666, propagate_backward_time: 29.5900917053, weight_update_time: 0.0778879449, other_time: 1.5039710999
epoch time: 4.8728604317s, input_fired_time: 0.0528642088, output_fired_time: 0.0000000000, propagate_forward_time: 4.5637078285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2562885284
validation[          , genome  6631] predictions:    9735/  10000 (97.35%), best:    9744/10000 (97.44%), error:       930.64502, best error:       871.39197 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 54.8037261963s, input_fired_time: 0.4832223058, output_fired_time: 0.2938741744, propagate_forward_time: 22.9873809814, propagate_backward_time: 29.5593128204, weight_update_time: 0.0759915411, other_time: 1.4799365997
epoch time: 4.9143791199s, input_fired_time: 0.0517039001, output_fired_time: 0.0000000000, propagate_forward_time: 4.6036858559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589893341
validation[          , genome  6631] predictions:    9732/  10000 (97.32%), best:    9744/10000 (97.44%), error:       911.38403, best error:       871.39197 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 55.1711730957s, input_fired_time: 0.4819521308, output_fired_time: 0.2947553694, propagate_forward_time: 23.1450099945, propagate_backward_time: 29.7774276733, weight_update_time: 0.0750108883, other_time: 1.4720287323
epoch time: 4.8810243607s, input_fired_time: 0.0535571799, output_fired_time: 0.0000000000, propagate_forward_time: 4.5674958229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2599711418
validation[          , genome  6631] predictions:    9687/  10000 (96.87%), best:    9744/10000 (97.44%), error:      1028.17505, best error:       871.39197 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 55.1358070374s, input_fired_time: 0.4880038500, output_fired_time: 0.2994945049, propagate_forward_time: 23.0733318329, propagate_backward_time: 29.7654628754, weight_update_time: 0.0765738562, other_time: 1.5095138550
epoch time: 4.9426450729s, input_fired_time: 0.0546599887, output_fired_time: 0.0000000000, propagate_forward_time: 4.6257719994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2622132301
validation[          , genome  6631] predictions:    9728/  10000 (97.28%), best:    9744/10000 (97.44%), error:       895.02917, best error:       871.39197 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 55.2966461182s, input_fired_time: 0.5003494024, output_fired_time: 0.2941181362, propagate_forward_time: 23.2042942047, propagate_backward_time: 29.7929611206, weight_update_time: 0.0784929693, other_time: 1.5049228668
epoch time: 4.8812670708s, input_fired_time: 0.0551343262, output_fired_time: 0.0000000000, propagate_forward_time: 4.5658798218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602529526
validation[          , genome  6631] predictions:    9695/  10000 (96.95%), best:    9744/10000 (97.44%), error:      1073.04150, best error:       871.39197 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 55.1730613708s, input_fired_time: 0.4900408089, output_fired_time: 0.2955568731, propagate_forward_time: 23.0518703461, propagate_backward_time: 29.8421649933, weight_update_time: 0.0770367086, other_time: 1.4934310913
epoch time: 4.9182782173s, input_fired_time: 0.0521629900, output_fired_time: 0.0000000000, propagate_forward_time: 4.6039032936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2622117996
validation[          , genome  6631] predictions:    9706/  10000 (97.06%), best:    9744/10000 (97.44%), error:       978.96436, best error:       871.39197 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 54.9130134583s, input_fired_time: 0.4931204915, output_fired_time: 0.2955419421, propagate_forward_time: 23.0002765656, propagate_backward_time: 29.5956459045, weight_update_time: 0.0785747170, other_time: 1.5284252167
epoch time: 4.8829970360s, input_fired_time: 0.0543422475, output_fired_time: 0.0000000000, propagate_forward_time: 4.5700364113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586183548
validation[          , genome  6631] predictions:    9685/  10000 (96.85%), best:    9744/10000 (97.44%), error:       998.69696, best error:       871.39197 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 54.7316131592s, input_fired_time: 0.4895536005, output_fired_time: 0.2956666648, propagate_forward_time: 22.9349098206, propagate_backward_time: 29.5269336700, weight_update_time: 0.0773625746, other_time: 1.4845485687
epoch time: 4.8777060509s, input_fired_time: 0.0514739454, output_fired_time: 0.0000000000, propagate_forward_time: 4.5696048737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566270828
validation[          , genome  6631] predictions:    9679/  10000 (96.79%), best:    9744/10000 (97.44%), error:      1114.24536, best error:       871.39197 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 54.8923797607s, input_fired_time: 0.4837989807, output_fired_time: 0.3176153004, propagate_forward_time: 22.9546623230, propagate_backward_time: 29.6499671936, weight_update_time: 0.0836274847, other_time: 1.4863357544
epoch time: 4.8733696938s, input_fired_time: 0.0536061041, output_fired_time: 0.0000000000, propagate_forward_time: 4.5615472794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2582163811
validation[          , genome  6631] predictions:    9591/  10000 (95.91%), best:    9744/10000 (97.44%), error:      1399.05139, best error:       871.39197 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 54.7893371582s, input_fired_time: 0.4816240072, output_fired_time: 0.2932968140, propagate_forward_time: 23.0045166016, propagate_backward_time: 29.5381050110, weight_update_time: 0.0754594058, other_time: 1.4717941284
epoch time: 4.9798254967s, input_fired_time: 0.0528188013, output_fired_time: 0.0000000000, propagate_forward_time: 4.6598501205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671566010
validation[          , genome  6631] predictions:    9708/  10000 (97.08%), best:    9744/10000 (97.44%), error:       956.72028, best error:       871.39197 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 55.2331466675s, input_fired_time: 0.4969207644, output_fired_time: 0.3024973273, propagate_forward_time: 23.1175155640, propagate_backward_time: 29.8343811035, weight_update_time: 0.0760206282, other_time: 1.4818305969
epoch time: 5.0449562073s, input_fired_time: 0.0548992045, output_fired_time: 0.0000000000, propagate_forward_time: 4.7283844948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2616724968
validation[          , genome  6631] predictions:    9721/  10000 (97.21%), best:    9744/10000 (97.44%), error:       972.12573, best error:       871.39197 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 54.8064918518s, input_fired_time: 0.4837453067, output_fired_time: 0.2945805788, propagate_forward_time: 22.9289245605, propagate_backward_time: 29.6204757690, weight_update_time: 0.0758525208, other_time: 1.4787635803
epoch time: 4.9118952751s, input_fired_time: 0.0526161827, output_fired_time: 0.0000000000, propagate_forward_time: 4.5995836258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2596955299
validation[          , genome  6631] predictions:    9713/  10000 (97.13%), best:    9744/10000 (97.44%), error:      1003.32422, best error:       871.39197 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 55.0044670105s, input_fired_time: 0.4814315438, output_fired_time: 0.2947663069, propagate_forward_time: 23.0120239258, propagate_backward_time: 29.7494850159, weight_update_time: 0.0746046007, other_time: 1.4667625427
epoch time: 4.8904180527s, input_fired_time: 0.0532640144, output_fired_time: 0.0000000000, propagate_forward_time: 4.5796236992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2575302124
validation[          , genome  6631] predictions:    9713/  10000 (97.13%), best:    9744/10000 (97.44%), error:       947.87305, best error:       871.39197 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 54.9114761353s, input_fired_time: 0.4880878329, output_fired_time: 0.2945620120, propagate_forward_time: 22.9434604645, propagate_backward_time: 29.6939010620, weight_update_time: 0.0774580836, other_time: 1.4914646149
epoch time: 4.8777236938s, input_fired_time: 0.0546344109, output_fired_time: 0.0000000000, propagate_forward_time: 4.5633835793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2597055435
validation[          , genome  6631] predictions:    9711/  10000 (97.11%), best:    9744/10000 (97.44%), error:       970.17358, best error:       871.39197 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 54.8193778992s, input_fired_time: 0.4892755449, output_fired_time: 0.2951222062, propagate_forward_time: 22.9077835083, propagate_backward_time: 29.6174507141, weight_update_time: 0.0769556165, other_time: 1.5097427368
epoch time: 4.9506592751s, input_fired_time: 0.0546614341, output_fired_time: 0.0000000000, propagate_forward_time: 4.6343812943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2616167068
validation[          , genome  6631] predictions:    9681/  10000 (96.81%), best:    9744/10000 (97.44%), error:      1120.86731, best error:       871.39197 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 55.2206077576s, input_fired_time: 0.5230027437, output_fired_time: 0.2958573699, propagate_forward_time: 23.1662940979, propagate_backward_time: 29.7340850830, weight_update_time: 0.0785114691, other_time: 1.5013694763
epoch time: 4.8965935707s, input_fired_time: 0.0530305803, output_fired_time: 0.0000000000, propagate_forward_time: 4.5848751068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586879730
validation[          , genome  6631] predictions:    9697/  10000 (96.97%), best:    9744/10000 (97.44%), error:      1037.04236, best error:       871.39197 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 55.2456359863s, input_fired_time: 0.4825119674, output_fired_time: 0.2981882989, propagate_forward_time: 23.0999431610, propagate_backward_time: 29.8952884674, weight_update_time: 0.0752938241, other_time: 1.4697036743
epoch time: 4.8866391182s, input_fired_time: 0.0535473712, output_fired_time: 0.0000000000, propagate_forward_time: 4.5728549957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602367401
validation[          , genome  6631] predictions:    9692/  10000 (96.92%), best:    9744/10000 (97.44%), error:       998.41162, best error:       871.39197 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 55.1825752258s, input_fired_time: 0.4890120029, output_fired_time: 0.2953737974, propagate_forward_time: 23.1238956451, propagate_backward_time: 29.7961177826, weight_update_time: 0.0754056796, other_time: 1.4781761169
epoch time: 4.9307842255s, input_fired_time: 0.0536825024, output_fired_time: 0.0000000000, propagate_forward_time: 4.6170349121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2600669861
validation[          , genome  6631] predictions:    9659/  10000 (96.59%), best:    9744/10000 (97.44%), error:      1132.41248, best error:       871.39197 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 55.1802940369s, input_fired_time: 0.4923404753, output_fired_time: 0.2955261767, propagate_forward_time: 23.0733909607, propagate_backward_time: 29.8135070801, weight_update_time: 0.0759396404, other_time: 1.5055313110
epoch time: 4.8815350533s, input_fired_time: 0.0521691963, output_fired_time: 0.0000000000, propagate_forward_time: 4.5734300613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2559356689
validation[          , genome  6631] predictions:    9674/  10000 (96.74%), best:    9744/10000 (97.44%), error:      1131.18628, best error:       871.39197 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 54.8413391113s, input_fired_time: 0.4787245989, output_fired_time: 0.2923833430, propagate_forward_time: 22.9468631744, propagate_backward_time: 29.6613445282, weight_update_time: 0.0742226169, other_time: 1.4620208740
epoch time: 4.9148917198s, input_fired_time: 0.0533751287, output_fired_time: 0.0000000000, propagate_forward_time: 4.5988759995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2626404762
validation[          , genome  6631] predictions:    9723/  10000 (97.23%), best:    9744/10000 (97.44%), error:       929.93768, best error:       871.39197 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 56.7320823669s, input_fired_time: 0.5048875809, output_fired_time: 0.3007299006, propagate_forward_time: 23.6807270050, propagate_backward_time: 30.7159385681, weight_update_time: 0.0770825744, other_time: 1.5297966003
epoch time: 5.0474896431s, input_fired_time: 0.0549357347, output_fired_time: 0.0000000000, propagate_forward_time: 4.7191343307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734193802
validation[          , genome  6631] predictions:    9720/  10000 (97.20%), best:    9744/10000 (97.44%), error:       946.70050, best error:       871.39197 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 55.3610153198s, input_fired_time: 0.4834461510, output_fired_time: 0.2946176529, propagate_forward_time: 23.1250743866, propagate_backward_time: 29.9742488861, weight_update_time: 0.0748000294, other_time: 1.4836273193
epoch time: 4.8914861679s, input_fired_time: 0.0540747121, output_fired_time: 0.0000000000, propagate_forward_time: 4.5767474174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2606639862
validation[          , genome  6631] predictions:    9705/  10000 (97.05%), best:    9744/10000 (97.44%), error:       965.50244, best error:       871.39197 on epoch:    59, 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: 24.5698471069s, input_fired_time: 0.2707250714, output_fired_time: 0.0000000000, propagate_forward_time: 22.9413509369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3577709198
best training[          , genome  6631] predictions:   49459/  50000 (98.92%), best:    9744/10000 (97.44%), error:      2124.58105, best error:       871.39197 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.8753662109s, input_fired_time: 0.0517891273, output_fired_time: 0.0000000000, propagate_forward_time: 4.5615553856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2620215416
   testing[          , genome  6631] predictions:    9778/  10000 (97.78%), best:    9744/10000 (97.44%), error:       756.23627, best error:       871.39197 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:29:41 (15232): called boinc_finish(0)

</stderr_txt>
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