Nameexact_genome_1535714404_160_11974_1
Workunit3941424
Created4 Sep 2018, 20:25:54 UTC
Sent4 Sep 2018, 21:51:11 UTC
Report deadline17 Dec 2018, 17:31:52 UTC
Received11 Sep 2018, 16:57:36 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64195
Run time1 days 2 hours 29 min 52 sec
CPU time1 days 2 hours 29 min 20 sec
Validate stateValid
Credit25,954.98
Device peak FLOPS3.83 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size538.24 MB
Peak swap size558.07 MB
Peak disk usage10.90 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ate_forward_time: 265.3812255859, propagate_backward_time: 466.4726867676, weight_update_time: 0.7321863770, other_time: 9.9227600098
epoch time: 55.8153076172s, input_fired_time: 0.9603716731, output_fired_time: 0.0000000000, propagate_forward_time: 53.0961723328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7587623596
validation[          , genome 11974] predictions:    5586/  10000 (55.86%), best:    5720/10000 (57.20%), error:     13600.99609, best error:     13236.28516 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 757.7026367188s, input_fired_time: 8.5139493942, output_fired_time: 6.5895037651, propagate_forward_time: 265.6790161133, propagate_backward_time: 466.9759521484, weight_update_time: 0.7339622378, other_time: 9.9442138672
epoch time: 55.8193664551s, input_fired_time: 0.9467463493, output_fired_time: 0.0000000000, propagate_forward_time: 53.1292457581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7433738708
validation[          , genome 11974] predictions:    5728/  10000 (57.28%), best:    5728/10000 (57.28%), error:     13100.80371, best error:     13100.80371 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 757.2495727539s, input_fired_time: 8.5635452271, output_fired_time: 6.5827999115, propagate_forward_time: 265.4256896973, propagate_backward_time: 466.7597961426, weight_update_time: 0.7323127389, other_time: 9.9177246094
epoch time: 55.8522453308s, input_fired_time: 0.9451481700, output_fired_time: 0.0000000000, propagate_forward_time: 53.1346282959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7724685669
validation[          , genome 11974] predictions:    5643/  10000 (56.43%), best:    5728/10000 (57.28%), error:     13665.52539, best error:     13100.80371 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 787.3895874023s, input_fired_time: 8.8958940506, output_fired_time: 6.8480081558, propagate_forward_time: 275.9533386230, propagate_backward_time: 485.3015441895, weight_update_time: 0.7647316456, other_time: 10.3908081055
epoch time: 58.8676681519s, input_fired_time: 1.0151045322, output_fired_time: 0.0000000000, propagate_forward_time: 55.9989242554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8536376953
validation[          , genome 11974] predictions:    5694/  10000 (56.94%), best:    5728/10000 (57.28%), error:     13533.46191, best error:     13100.80371 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 798.8012695313s, input_fired_time: 9.0663614273, output_fired_time: 6.9434881210, propagate_forward_time: 279.9640197754, propagate_backward_time: 492.1833801270, weight_update_time: 0.7807063460, other_time: 10.6440429688
epoch time: 58.9951171875s, input_fired_time: 1.0405403376, output_fired_time: 0.0000000000, propagate_forward_time: 56.0811004639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8734779358
validation[          , genome 11974] predictions:    5904/  10000 (59.04%), best:    5904/10000 (59.04%), error:     12920.61914, best error:     12920.61914 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 798.8748168945s, input_fired_time: 9.0800809860, output_fired_time: 6.9461908340, propagate_forward_time: 280.0369567871, propagate_backward_time: 492.1804809570, weight_update_time: 0.7794392109, other_time: 10.6311340332
epoch time: 58.9999389648s, input_fired_time: 1.0158457756, output_fired_time: 0.0000000000, propagate_forward_time: 56.1072235107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8768692017
validation[          , genome 11974] predictions:    5778/  10000 (57.78%), best:    5904/10000 (59.04%), error:     13249.43848, best error:     12920.61914 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 799.2686157227s, input_fired_time: 9.0898494720, output_fired_time: 6.9465107918, propagate_forward_time: 280.1200256348, propagate_backward_time: 492.4404907227, weight_update_time: 0.7795305848, other_time: 10.6717224121
epoch time: 58.9459838867s, input_fired_time: 1.0203752518, output_fired_time: 0.0000000000, propagate_forward_time: 56.0527343750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8728752136
validation[          , genome 11974] predictions:    5767/  10000 (57.67%), best:    5904/10000 (59.04%), error:     13157.82227, best error:     12920.61914 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 799.5740356445s, input_fired_time: 9.1164169312, output_fired_time: 6.9534487724, propagate_forward_time: 280.2537536621, propagate_backward_time: 492.5850830078, weight_update_time: 0.7804217339, other_time: 10.6653747559
epoch time: 58.9212226868s, input_fired_time: 1.0384474993, output_fired_time: 0.0000000000, propagate_forward_time: 56.0147857666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8679885864
validation[          , genome 11974] predictions:    5771/  10000 (57.71%), best:    5904/10000 (59.04%), error:     12964.26172, best error:     12920.61914 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 799.4173583984s, input_fired_time: 9.1271247864, output_fired_time: 6.9453444481, propagate_forward_time: 280.2047119141, propagate_backward_time: 492.5017700195, weight_update_time: 0.7793287635, other_time: 10.6383666992
epoch time: 58.9426345825s, input_fired_time: 1.0186264515, output_fired_time: 0.0000000000, propagate_forward_time: 56.0509834290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8730239868
validation[          , genome 11974] predictions:    5746/  10000 (57.46%), best:    5904/10000 (59.04%), error:     13035.50684, best error:     12920.61914 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 799.4403076172s, input_fired_time: 9.1370716095, output_fired_time: 6.9501953125, propagate_forward_time: 280.1547241211, propagate_backward_time: 492.5393981934, weight_update_time: 0.7797543406, other_time: 10.6589050293
epoch time: 58.9313507080s, input_fired_time: 1.0301693678, output_fired_time: 0.0000000000, propagate_forward_time: 56.0324745178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8687057495
validation[          , genome 11974] predictions:    5936/  10000 (59.36%), best:    5936/10000 (59.36%), error:     12490.40918, best error:     12490.40918 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 799.3502197266s, input_fired_time: 9.1594715118, output_fired_time: 6.9468798637, propagate_forward_time: 280.1073913574, propagate_backward_time: 492.5287475586, weight_update_time: 0.7795212269, other_time: 10.6076965332
epoch time: 58.9596214294s, input_fired_time: 1.0174490213, output_fired_time: 0.0000000000, propagate_forward_time: 56.0660247803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8761482239
validation[          , genome 11974] predictions:    5723/  10000 (57.23%), best:    5936/10000 (59.36%), error:     13106.00781, best error:     12490.40918 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 799.3540649414s, input_fired_time: 9.1630716324, output_fired_time: 6.9456257820, propagate_forward_time: 280.2098693848, propagate_backward_time: 492.4135437012, weight_update_time: 0.7781308889, other_time: 10.6219482422
epoch time: 58.7777404785s, input_fired_time: 1.0315874815, output_fired_time: 0.0000000000, propagate_forward_time: 55.8925132751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8536415100
validation[          , genome 11974] predictions:    5593/  10000 (55.93%), best:    5936/10000 (59.36%), error:     13867.33301, best error:     12490.40918 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 798.9808959961s, input_fired_time: 9.1943502426, output_fired_time: 6.9421081543, propagate_forward_time: 279.9977111816, propagate_backward_time: 492.2183227539, weight_update_time: 0.7801440954, other_time: 10.6284484863
epoch time: 58.7843551636s, input_fired_time: 1.0305330753, output_fired_time: 0.0000000000, propagate_forward_time: 55.8877220154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8661003113
validation[          , genome 11974] predictions:    5797/  10000 (57.97%), best:    5936/10000 (59.36%), error:     12858.46875, best error:     12490.40918 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 799.3185424805s, input_fired_time: 9.2047100067, output_fired_time: 6.9494409561, propagate_forward_time: 280.1184997559, propagate_backward_time: 492.3765869141, weight_update_time: 0.7797696590, other_time: 10.6692810059
epoch time: 58.9266433716s, input_fired_time: 1.0347779989, output_fired_time: 0.0000000000, propagate_forward_time: 56.0265197754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8653450012
validation[          , genome 11974] predictions:    5929/  10000 (59.29%), best:    5929/10000 (59.29%), error:     12448.02734, best error:     12448.02734 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 799.0066528320s, input_fired_time: 9.2320537567, output_fired_time: 6.9449486732, propagate_forward_time: 280.0189208984, propagate_backward_time: 492.1553039551, weight_update_time: 0.7797537446, other_time: 10.6554260254
epoch time: 58.9776229858s, input_fired_time: 1.0424118042, output_fired_time: 0.0000000000, propagate_forward_time: 56.0552406311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8799705505
validation[          , genome 11974] predictions:    6034/  10000 (60.34%), best:    5929/10000 (59.29%), error:     12553.53125, best error:     12448.02734 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 798.9020996094s, input_fired_time: 9.2531309128, output_fired_time: 6.9462494850, propagate_forward_time: 279.9589843750, propagate_backward_time: 492.1208496094, weight_update_time: 0.7784240246, other_time: 10.6229248047
epoch time: 58.8585662842s, input_fired_time: 1.0579050779, output_fired_time: 0.0000000000, propagate_forward_time: 55.9418106079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8588523865
validation[          , genome 11974] predictions:    5936/  10000 (59.36%), best:    5929/10000 (59.29%), error:     12699.87793, best error:     12448.02734 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 798.8664550781s, input_fired_time: 9.2557306290, output_fired_time: 6.9384055138, propagate_forward_time: 279.9137268066, propagate_backward_time: 492.1575317383, weight_update_time: 0.7785768509, other_time: 10.6010437012
epoch time: 58.7752265930s, input_fired_time: 1.0511586666, output_fired_time: 0.0000000000, propagate_forward_time: 55.8563957214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8676719666
validation[          , genome 11974] predictions:    6072/  10000 (60.72%), best:    6072/10000 (60.72%), error:     12083.07715, best error:     12083.07715 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 799.3136596680s, input_fired_time: 9.2818689346, output_fired_time: 6.9500765800, propagate_forward_time: 280.0481567383, propagate_backward_time: 492.3862609863, weight_update_time: 0.7797303200, other_time: 10.6473083496
epoch time: 58.9231681824s, input_fired_time: 1.0513095856, output_fired_time: 0.0000000000, propagate_forward_time: 56.0043067932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8675498962
validation[          , genome 11974] predictions:    6017/  10000 (60.17%), best:    6072/10000 (60.72%), error:     12357.81445, best error:     12083.07715 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 800.5591430664s, input_fired_time: 9.3125991821, output_fired_time: 6.9540910721, propagate_forward_time: 280.4733276367, propagate_backward_time: 493.1151428223, weight_update_time: 0.7824625373, other_time: 10.7039489746
epoch time: 59.2089958191s, input_fired_time: 1.0659724474, output_fired_time: 0.0000000000, propagate_forward_time: 56.2445487976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8984756470
validation[          , genome 11974] predictions:    5988/  10000 (59.88%), best:    6072/10000 (60.72%), error:     12340.79492, best error:     12083.07715 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 799.6443481445s, input_fired_time: 9.3066892624, output_fired_time: 6.9489288330, propagate_forward_time: 280.1878967285, propagate_backward_time: 492.5943298340, weight_update_time: 0.7781869769, other_time: 10.6065063477
epoch time: 58.9695777893s, input_fired_time: 1.0538535118, output_fired_time: 0.0000000000, propagate_forward_time: 56.0512733459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8644523621
validation[          , genome 11974] predictions:    6014/  10000 (60.14%), best:    6072/10000 (60.72%), error:     12234.49414, best error:     12083.07715 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 799.2316894531s, input_fired_time: 9.3150062561, output_fired_time: 6.9448928833, propagate_forward_time: 280.0371093750, propagate_backward_time: 492.2727355957, weight_update_time: 0.7810499668, other_time: 10.6619567871
epoch time: 58.9567832947s, input_fired_time: 1.0649546385, output_fired_time: 0.0000000000, propagate_forward_time: 56.0200347900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8717956543
validation[          , genome 11974] predictions:    6063/  10000 (60.63%), best:    6072/10000 (60.72%), error:     12174.53711, best error:     12083.07715 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 799.3870849609s, input_fired_time: 9.3023290634, output_fired_time: 6.9438905716, propagate_forward_time: 280.0551757813, propagate_backward_time: 492.4263610840, weight_update_time: 0.7815086842, other_time: 10.6593322754
epoch time: 58.9426307678s, input_fired_time: 1.0667290688, output_fired_time: 0.0000000000, propagate_forward_time: 56.0089340210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8669662476
validation[          , genome 11974] predictions:    6033/  10000 (60.33%), best:    6033/10000 (60.33%), error:     11922.49805, best error:     11922.49805 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 799.1309814453s, input_fired_time: 9.3053922653, output_fired_time: 6.9437665939, propagate_forward_time: 280.0229492188, propagate_backward_time: 492.2378234863, weight_update_time: 0.7787104845, other_time: 10.6210021973
epoch time: 58.8985404968s, input_fired_time: 1.0759301186, output_fired_time: 0.0000000000, propagate_forward_time: 55.9623184204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8602905273
validation[          , genome 11974] predictions:    6068/  10000 (60.68%), best:    6033/10000 (60.33%), error:     12296.88770, best error:     11922.49805 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 799.1997070313s, input_fired_time: 9.3362379074, output_fired_time: 6.9438223839, propagate_forward_time: 280.0231933594, propagate_backward_time: 492.2776794434, weight_update_time: 0.7786726952, other_time: 10.6187438965
epoch time: 58.9536666870s, input_fired_time: 1.0740337372, output_fired_time: 0.0000000000, propagate_forward_time: 56.0113983154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8682327271
validation[          , genome 11974] predictions:    6066/  10000 (60.66%), best:    6033/10000 (60.33%), error:     12107.35840, best error:     11922.49805 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 799.7482299805s, input_fired_time: 9.3750696182, output_fired_time: 6.9528212547, propagate_forward_time: 280.2456359863, propagate_backward_time: 492.4944152832, weight_update_time: 0.7812870145, other_time: 10.6802978516
epoch time: 58.9591445923s, input_fired_time: 1.0659177303, output_fired_time: 0.0000000000, propagate_forward_time: 56.0265464783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8666801453
validation[          , genome 11974] predictions:    6106/  10000 (61.06%), best:    6106/10000 (61.06%), error:     11790.04297, best error:     11790.04297 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 799.0462646484s, input_fired_time: 9.3859415054, output_fired_time: 6.9396271706, propagate_forward_time: 279.9363403320, propagate_backward_time: 492.1847229004, weight_update_time: 0.7772606611, other_time: 10.5996398926
epoch time: 58.9641838074s, input_fired_time: 1.1016988754, output_fired_time: 0.0000000000, propagate_forward_time: 55.9944534302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8680305481
validation[          , genome 11974] predictions:    6206/  10000 (62.06%), best:    6206/10000 (62.06%), error:     11608.26660, best error:     11608.26660 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 800.8710327148s, input_fired_time: 9.4317321777, output_fired_time: 6.9581546783, propagate_forward_time: 280.5260925293, propagate_backward_time: 493.2734985352, weight_update_time: 0.7820692658, other_time: 10.6816101074
epoch time: 58.9550857544s, input_fired_time: 1.0893480778, output_fired_time: 0.0000000000, propagate_forward_time: 56.0013580322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8643798828
validation[          , genome 11974] predictions:    6247/  10000 (62.47%), best:    6206/10000 (62.06%), error:     11625.08203, best error:     11608.26660 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 801.6692504883s, input_fired_time: 9.4387941360, output_fired_time: 6.9681425095, propagate_forward_time: 280.8482666016, propagate_backward_time: 493.7218627930, weight_update_time: 0.7810164690, other_time: 10.6921997070
epoch time: 58.9061546326s, input_fired_time: 1.0761168003, output_fired_time: 0.0000000000, propagate_forward_time: 55.9714927673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8585433960
validation[          , genome 11974] predictions:    6080/  10000 (60.80%), best:    6206/10000 (62.06%), error:     12033.14844, best error:     11608.26660 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 798.7319946289s, input_fired_time: 9.4208374023, output_fired_time: 6.9384069443, propagate_forward_time: 279.8489379883, propagate_backward_time: 491.9185180664, weight_update_time: 0.7781392336, other_time: 10.6052856445
epoch time: 58.9661941528s, input_fired_time: 1.0790557861, output_fired_time: 0.0000000000, propagate_forward_time: 56.0253791809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8617591858
validation[          , genome 11974] predictions:    6215/  10000 (62.15%), best:    6206/10000 (62.06%), error:     11663.57910, best error:     11608.26660 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 798.7277221680s, input_fired_time: 9.4192781448, output_fired_time: 6.9439630508, propagate_forward_time: 279.8097534180, propagate_backward_time: 491.9246520996, weight_update_time: 0.7770450115, other_time: 10.6300964355
epoch time: 58.9655532837s, input_fired_time: 1.0814810991, output_fired_time: 0.0000000000, propagate_forward_time: 56.0155258179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8685455322
validation[          , genome 11974] predictions:    6144/  10000 (61.44%), best:    6206/10000 (62.06%), error:     11745.41406, best error:     11608.26660 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 798.7268066406s, input_fired_time: 9.4485473633, output_fired_time: 6.9397206306, propagate_forward_time: 279.8336791992, propagate_backward_time: 491.8847351074, weight_update_time: 0.7789258361, other_time: 10.6201477051
epoch time: 58.9783363342s, input_fired_time: 1.0956031084, output_fired_time: 0.0000000000, propagate_forward_time: 56.0234069824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8593254089
validation[          , genome 11974] predictions:    6073/  10000 (60.73%), best:    6206/10000 (62.06%), error:     11886.66211, best error:     11608.26660 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 799.7907714844s, input_fired_time: 9.4694347382, output_fired_time: 6.9462952614, propagate_forward_time: 280.1150207520, propagate_backward_time: 492.6452331543, weight_update_time: 0.7794805169, other_time: 10.6148071289
epoch time: 58.9894752502s, input_fired_time: 1.0892829895, output_fired_time: 0.0000000000, propagate_forward_time: 56.0347862244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8654060364
validation[          , genome 11974] predictions:    6136/  10000 (61.36%), best:    6206/10000 (62.06%), error:     11697.30762, best error:     11608.26660 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 799.2116088867s, input_fired_time: 9.4824991226, output_fired_time: 6.9400992393, propagate_forward_time: 279.9342956543, propagate_backward_time: 492.2163085938, weight_update_time: 0.7791388631, other_time: 10.6383972168
epoch time: 59.0213699341s, input_fired_time: 1.0980893373, output_fired_time: 0.0000000000, propagate_forward_time: 56.0526962280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8705825806
validation[          , genome 11974] predictions:    6242/  10000 (62.42%), best:    6242/10000 (62.42%), error:     11570.34082, best error:     11570.34082 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 798.7860107422s, input_fired_time: 9.4929647446, output_fired_time: 6.9394130707, propagate_forward_time: 279.8364562988, propagate_backward_time: 491.9008483887, weight_update_time: 0.7798388004, other_time: 10.6163330078
epoch time: 59.0720367432s, input_fired_time: 1.1006933451, output_fired_time: 0.0000000000, propagate_forward_time: 56.0960197449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8753242493
validation[          , genome 11974] predictions:    6275/  10000 (62.75%), best:    6275/10000 (62.75%), error:     11181.83105, best error:     11181.83105 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 823.2561035156s, input_fired_time: 9.8157939911, output_fired_time: 7.1530652046, propagate_forward_time: 288.3167114258, propagate_backward_time: 506.9288635254, weight_update_time: 0.8031483293, other_time: 11.0416564941
epoch time: 60.6637420654s, input_fired_time: 1.1459484100, output_fired_time: 0.0000000000, propagate_forward_time: 57.5800895691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9377021790
validation[          , genome 11974] predictions:    6319/  10000 (63.19%), best:    6275/10000 (62.75%), error:     11343.66406, best error:     11181.83105 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 822.1221923828s, input_fired_time: 9.8145523071, output_fired_time: 7.1463389397, propagate_forward_time: 287.9949035645, propagate_backward_time: 506.1662902832, weight_update_time: 0.8022648096, other_time: 11.0000915527
epoch time: 60.6583709717s, input_fired_time: 1.1297760010, output_fired_time: 0.0000000000, propagate_forward_time: 57.5889625549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9396324158
validation[          , genome 11974] predictions:    6129/  10000 (61.29%), best:    6275/10000 (62.75%), error:     12108.46582, best error:     11181.83105 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 822.0151977539s, input_fired_time: 9.8248872757, output_fired_time: 7.1432719231, propagate_forward_time: 287.9191589355, propagate_backward_time: 506.0953063965, weight_update_time: 0.8043859005, other_time: 11.0326232910
epoch time: 60.7249603271s, input_fired_time: 1.1459585428, output_fired_time: 0.0000000000, propagate_forward_time: 57.6365432739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9424591064
validation[          , genome 11974] predictions:    6275/  10000 (62.75%), best:    6275/10000 (62.75%), error:     11481.92578, best error:     11181.83105 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 848.9427490234s, input_fired_time: 10.1745300293, output_fired_time: 7.3807768822, propagate_forward_time: 297.3056030273, propagate_backward_time: 522.7012939453, weight_update_time: 0.8301893473, other_time: 11.3804931641
epoch time: 62.8295593262s, input_fired_time: 1.1948623657, output_fired_time: 0.0000000000, propagate_forward_time: 59.6170005798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0176963806
validation[          , genome 11974] predictions:    6213/  10000 (62.13%), best:    6275/10000 (62.75%), error:     11375.45215, best error:     11181.83105 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 849.3911743164s, input_fired_time: 10.2005758286, output_fired_time: 7.3817777634, propagate_forward_time: 297.4615173340, propagate_backward_time: 522.9511108398, weight_update_time: 0.8309854865, other_time: 11.3961791992
epoch time: 62.7451171875s, input_fired_time: 1.1873428822, output_fired_time: 0.0000000000, propagate_forward_time: 59.5341606140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0236129761
validation[          , genome 11974] predictions:    6282/  10000 (62.82%), best:    6275/10000 (62.75%), error:     11359.14648, best error:     11181.83105 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 850.1283569336s, input_fired_time: 10.2160463333, output_fired_time: 7.3901019096, propagate_forward_time: 297.8190612793, propagate_backward_time: 523.2863159180, weight_update_time: 0.8316048980, other_time: 11.4168090820
epoch time: 62.7271537781s, input_fired_time: 1.1866825819, output_fired_time: 0.0000000000, propagate_forward_time: 59.5249481201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0155220032
validation[          , genome 11974] predictions:    6212/  10000 (62.12%), best:    6275/10000 (62.75%), error:     11684.74609, best error:     11181.83105 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 849.5662841797s, input_fired_time: 10.2226505280, output_fired_time: 7.3822979927, propagate_forward_time: 297.6040039063, propagate_backward_time: 522.9818725586, weight_update_time: 0.8314341307, other_time: 11.3754272461
epoch time: 62.8430366516s, input_fired_time: 1.1979066133, output_fired_time: 0.0000000000, propagate_forward_time: 59.6191673279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0259628296
validation[          , genome 11974] predictions:    6241/  10000 (62.41%), best:    6275/10000 (62.75%), error:     11329.04492, best error:     11181.83105 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 854.7072143555s, input_fired_time: 10.2879304886, output_fired_time: 7.4263987541, propagate_forward_time: 299.2963256836, propagate_backward_time: 526.2626953125, weight_update_time: 0.8349472284, other_time: 11.4338989258
epoch time: 64.5356826782s, input_fired_time: 1.2326073647, output_fired_time: 0.0000000000, propagate_forward_time: 61.2283744812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0746994019
validation[          , genome 11974] predictions:    6349/  10000 (63.49%), best:    6349/10000 (63.49%), error:     11091.11523, best error:     11091.11523 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 875.3442382813s, input_fired_time: 10.5443773270, output_fired_time: 7.6053013802, propagate_forward_time: 306.6330566406, propagate_backward_time: 538.8869628906, weight_update_time: 0.8549472690, other_time: 11.6745605469
epoch time: 64.5397644043s, input_fired_time: 1.2320033312, output_fired_time: 0.0000000000, propagate_forward_time: 61.2349205017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0728416443
validation[          , genome 11974] predictions:    6305/  10000 (63.05%), best:    6349/10000 (63.49%), error:     11313.07617, best error:     11091.11523 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 876.1046142578s, input_fired_time: 10.5778255463, output_fired_time: 7.6091508865, propagate_forward_time: 306.9156799316, propagate_backward_time: 539.3331909180, weight_update_time: 0.8565034270, other_time: 11.6687622070
epoch time: 64.9807357788s, input_fired_time: 1.2429840565, output_fired_time: 0.0000000000, propagate_forward_time: 61.6485557556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0891952515
validation[          , genome 11974] predictions:    6304/  10000 (63.04%), best:    6349/10000 (63.49%), error:     11264.74316, best error:     11091.11523 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 902.5991210938s, input_fired_time: 10.8952455521, output_fired_time: 7.8380675316, propagate_forward_time: 316.2074279785, propagate_backward_time: 555.6885375977, weight_update_time: 0.8805280924, other_time: 11.9697875977
epoch time: 70.9850463867s, input_fired_time: 1.3559657335, output_fired_time: 0.0000000000, propagate_forward_time: 67.3586349487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2704467773
validation[          , genome 11974] predictions:    6345/  10000 (63.45%), best:    6349/10000 (63.49%), error:     11342.73828, best error:     11091.11523 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 965.7185058594s, input_fired_time: 11.6800956726, output_fired_time: 8.3862047195, propagate_forward_time: 338.4416198730, propagate_backward_time: 594.5513305664, weight_update_time: 0.9396368265, other_time: 12.6592407227
epoch time: 73.1050796509s, input_fired_time: 1.3988183737, output_fired_time: 0.0000000000, propagate_forward_time: 69.3789443970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3273162842
validation[          , genome 11974] predictions:    6324/  10000 (63.24%), best:    6349/10000 (63.49%), error:     11254.21582, best error:     11091.11523 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 988.9938964844s, input_fired_time: 11.9221792221, output_fired_time: 8.5818700790, propagate_forward_time: 347.0796508789, propagate_backward_time: 608.5034179688, weight_update_time: 0.9600237608, other_time: 12.9067993164
epoch time: 73.0866317749s, input_fired_time: 1.3817856312, output_fired_time: 0.0000000000, propagate_forward_time: 69.3780746460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3267745972
validation[          , genome 11974] predictions:    6365/  10000 (63.65%), best:    6365/10000 (63.65%), error:     10934.81641, best error:     10934.81641 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 989.6651000977s, input_fired_time: 11.9631137848, output_fired_time: 8.5887489319, propagate_forward_time: 347.4451599121, propagate_backward_time: 608.7565917969, weight_update_time: 0.9599033594, other_time: 12.9114990234
epoch time: 73.1310958862s, input_fired_time: 1.4034463167, output_fired_time: 0.0000000000, propagate_forward_time: 69.3980560303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3295898438
validation[          , genome 11974] predictions:    6388/  10000 (63.88%), best:    6365/10000 (63.65%), error:     10980.68652, best error:     10934.81641 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 989.3381347656s, input_fired_time: 11.9994831085, output_fired_time: 8.5795640945, propagate_forward_time: 347.2505798340, propagate_backward_time: 608.5965576172, weight_update_time: 0.9603519440, other_time: 12.9118652344
epoch time: 73.1199722290s, input_fired_time: 1.3996437788, output_fired_time: 0.0000000000, propagate_forward_time: 69.3932723999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3270568848
validation[          , genome 11974] predictions:    6427/  10000 (64.27%), best:    6365/10000 (63.65%), error:     11000.48340, best error:     10934.81641 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 989.4631347656s, input_fired_time: 11.9863996506, output_fired_time: 8.5817708969, propagate_forward_time: 347.2579650879, propagate_backward_time: 608.7248535156, weight_update_time: 0.9604614973, other_time: 12.9121093750
epoch time: 73.1695175171s, input_fired_time: 1.4025783539, output_fired_time: 0.0000000000, propagate_forward_time: 69.4242248535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3427124023
validation[          , genome 11974] predictions:    6401/  10000 (64.01%), best:    6365/10000 (63.65%), error:     11048.89746, best error:     10934.81641 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 990.0344848633s, input_fired_time: 12.0150556564, output_fired_time: 8.5906419754, propagate_forward_time: 347.5178833008, propagate_backward_time: 608.9788818359, weight_update_time: 0.9611755610, other_time: 12.9320068359
epoch time: 73.1601181030s, input_fired_time: 1.4078100920, output_fired_time: 0.0000000000, propagate_forward_time: 69.4072189331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3450927734
validation[          , genome 11974] predictions:    6358/  10000 (63.58%), best:    6365/10000 (63.65%), error:     11074.59473, best error:     10934.81641 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 989.6791381836s, input_fired_time: 12.0140333176, output_fired_time: 8.5842590332, propagate_forward_time: 347.3282165527, propagate_backward_time: 608.8395996094, weight_update_time: 0.9607397914, other_time: 12.9129638672
epoch time: 73.2024078369s, input_fired_time: 1.4034726620, output_fired_time: 0.0000000000, propagate_forward_time: 69.4517440796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3471908569
validation[          , genome 11974] predictions:    6371/  10000 (63.71%), best:    6365/10000 (63.65%), error:     11186.76465, best error:     10934.81641 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 990.0469360352s, input_fired_time: 12.0456705093, output_fired_time: 8.5893173218, propagate_forward_time: 347.4458923340, propagate_backward_time: 609.0482788086, weight_update_time: 0.9610059261, other_time: 12.9177856445
epoch time: 73.1523208618s, input_fired_time: 1.3993568420, output_fired_time: 0.0000000000, propagate_forward_time: 69.4058532715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3471069336
validation[          , genome 11974] predictions:    6353/  10000 (63.53%), best:    6365/10000 (63.65%), error:     11158.31250, best error:     10934.81641 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 990.0554809570s, input_fired_time: 12.0425605774, output_fired_time: 8.5892772675, propagate_forward_time: 347.4290771484, propagate_backward_time: 609.0462036133, weight_update_time: 0.9618441463, other_time: 12.9483642578
epoch time: 73.1575088501s, input_fired_time: 1.4164527655, output_fired_time: 0.0000000000, propagate_forward_time: 69.4012222290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3398361206
validation[          , genome 11974] predictions:    6429/  10000 (64.29%), best:    6365/10000 (63.65%), error:     11100.81250, best error:     10934.81641 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 990.1118164063s, input_fired_time: 12.0384273529, output_fired_time: 8.5907945633, propagate_forward_time: 347.4486999512, propagate_backward_time: 609.0909423828, weight_update_time: 0.9618772268, other_time: 12.9428710938
epoch time: 73.2396621704s, input_fired_time: 1.4184252024, output_fired_time: 0.0000000000, propagate_forward_time: 69.4729919434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3482437134
validation[          , genome 11974] predictions:    6432/  10000 (64.32%), best:    6365/10000 (63.65%), error:     10965.80957, best error:     10934.81641 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 989.8588256836s, input_fired_time: 12.0303001404, output_fired_time: 8.5856227875, propagate_forward_time: 347.4210815430, propagate_backward_time: 608.9036254883, weight_update_time: 0.9616999626, other_time: 12.9182128906
epoch time: 73.1530456543s, input_fired_time: 1.4111019373, output_fired_time: 0.0000000000, propagate_forward_time: 69.4050903320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3368530273
validation[          , genome 11974] predictions:    6424/  10000 (64.24%), best:    6365/10000 (63.65%), error:     11082.68457, best error:     10934.81641 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 990.3037109375s, input_fired_time: 12.0775966644, output_fired_time: 8.5900659561, propagate_forward_time: 347.5827941895, propagate_backward_time: 609.1002807617, weight_update_time: 0.9618305564, other_time: 12.9529418945
epoch time: 73.2190093994s, input_fired_time: 1.4284343719, output_fired_time: 0.0000000000, propagate_forward_time: 69.4399719238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3506011963
validation[          , genome 11974] predictions:    6408/  10000 (64.08%), best:    6408/10000 (64.08%), error:     10918.34863, best error:     10918.34863 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 990.0421752930s, input_fired_time: 12.0620117188, output_fired_time: 8.5877189636, propagate_forward_time: 347.4309082031, propagate_backward_time: 609.0487060547, weight_update_time: 0.9627464414, other_time: 12.9128417969
epoch time: 73.2049636841s, input_fired_time: 1.4231610298, output_fired_time: 0.0000000000, propagate_forward_time: 69.4376068115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3441925049
validation[          , genome 11974] predictions:    6370/  10000 (63.70%), best:    6408/10000 (64.08%), error:     11099.76855, best error:     10918.34863 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 990.0464477539s, input_fired_time: 12.0661487579, output_fired_time: 8.5918302536, propagate_forward_time: 347.3291931152, propagate_backward_time: 609.1387939453, weight_update_time: 0.9616518021, other_time: 12.9204101563
epoch time: 73.2342681885s, input_fired_time: 1.4171009064, output_fired_time: 0.0000000000, propagate_forward_time: 69.4601974487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3569717407
validation[          , genome 11974] predictions:    6429/  10000 (64.29%), best:    6408/10000 (64.08%), error:     11012.39258, best error:     10918.34863 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 990.4105224609s, input_fired_time: 12.0945701599, output_fired_time: 8.5908632278, propagate_forward_time: 347.4822998047, propagate_backward_time: 609.2746582031, weight_update_time: 0.9631120563, other_time: 12.9681396484
epoch time: 73.2158813477s, input_fired_time: 1.4255880117, output_fired_time: 0.0000000000, propagate_forward_time: 69.4393920898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3508987427
validation[          , genome 11974] predictions:    6365/  10000 (63.65%), best:    6408/10000 (64.08%), error:     11212.64648, best error:     10918.34863 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 990.0202026367s, input_fired_time: 12.0957088470, output_fired_time: 8.5869808197, propagate_forward_time: 347.3702392578, propagate_backward_time: 609.0524902344, weight_update_time: 0.9617060423, other_time: 12.9147949219
epoch time: 73.2063980103s, input_fired_time: 1.4220609665, output_fired_time: 0.0000000000, propagate_forward_time: 69.4419021606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3424377441
validation[          , genome 11974] predictions:    6395/  10000 (63.95%), best:    6408/10000 (64.08%), error:     11076.93652, best error:     10918.34863 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 990.0974731445s, input_fired_time: 12.0766687393, output_fired_time: 8.5896120071, propagate_forward_time: 347.4461364746, propagate_backward_time: 609.0491333008, weight_update_time: 0.9628299475, other_time: 12.9359741211
epoch time: 73.2125625610s, input_fired_time: 1.4237717390, output_fired_time: 0.0000000000, propagate_forward_time: 69.4324645996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3563232422
validation[          , genome 11974] predictions:    6431/  10000 (64.31%), best:    6408/10000 (64.08%), error:     11036.55664, best error:     10918.34863 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 990.5554199219s, input_fired_time: 12.1106185913, output_fired_time: 8.5916910172, propagate_forward_time: 347.5502319336, propagate_backward_time: 609.3393554688, weight_update_time: 0.9622842073, other_time: 12.9635620117
epoch time: 73.2457199097s, input_fired_time: 1.4307096004, output_fired_time: 0.0000000000, propagate_forward_time: 69.4691467285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3458633423
validation[          , genome 11974] predictions:    6403/  10000 (64.03%), best:    6408/10000 (64.08%), error:     11021.01367, best error:     10918.34863 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 990.4298095703s, input_fired_time: 12.1228523254, output_fired_time: 8.5918979645, propagate_forward_time: 347.4799194336, propagate_backward_time: 609.3132324219, weight_update_time: 0.9617552757, other_time: 12.9218750000
epoch time: 73.2492752075s, input_fired_time: 1.4354552031, output_fired_time: 0.0000000000, propagate_forward_time: 69.4517669678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3620529175
validation[          , genome 11974] predictions:    6420/  10000 (64.20%), best:    6408/10000 (64.08%), error:     10925.54883, best error:     10918.34863 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 990.2282714844s, input_fired_time: 12.1198081970, output_fired_time: 8.5885629654, propagate_forward_time: 347.4068908691, propagate_backward_time: 609.1889038086, weight_update_time: 0.9622079134, other_time: 12.9241333008
epoch time: 73.2413177490s, input_fired_time: 1.4273852110, output_fired_time: 0.0000000000, propagate_forward_time: 69.4536972046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3602371216
validation[          , genome 11974] predictions:    6454/  10000 (64.54%), best:    6454/10000 (64.54%), error:     10885.51758, best error:     10885.51758 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 990.5260620117s, input_fired_time: 12.1162824631, output_fired_time: 8.5962600708, propagate_forward_time: 347.5546875000, propagate_backward_time: 609.3179931641, weight_update_time: 0.9624475241, other_time: 12.9408569336
epoch time: 73.2452011108s, input_fired_time: 1.4363697767, output_fired_time: 0.0000000000, propagate_forward_time: 69.4499130249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3589172363
validation[          , genome 11974] predictions:    6415/  10000 (64.15%), best:    6454/10000 (64.54%), error:     11008.25684, best error:     10885.51758 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 990.7680053711s, input_fired_time: 12.1284694672, output_fired_time: 8.5955171585, propagate_forward_time: 347.6761474609, propagate_backward_time: 609.4324951172, weight_update_time: 0.9623251557, other_time: 12.9353637695
epoch time: 73.5167312622s, input_fired_time: 1.4421750307, output_fired_time: 0.0000000000, propagate_forward_time: 69.6834335327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3911209106
validation[          , genome 11974] predictions:    6439/  10000 (64.39%), best:    6454/10000 (64.54%), error:     10943.20117, best error:     10885.51758 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 990.9199218750s, input_fired_time: 12.1332216263, output_fired_time: 8.5968761444, propagate_forward_time: 347.6247253418, propagate_backward_time: 609.6137695313, weight_update_time: 0.9631923437, other_time: 12.9512939453
epoch time: 73.2955856323s, input_fired_time: 1.4417263269, output_fired_time: 0.0000000000, propagate_forward_time: 69.4927749634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3610839844
validation[          , genome 11974] predictions:    6452/  10000 (64.52%), best:    6454/10000 (64.54%), error:     10965.75586, best error:     10885.51758 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 991.3139038086s, input_fired_time: 12.1804800034, output_fired_time: 8.5999727249, propagate_forward_time: 347.7713012695, propagate_backward_time: 609.8203735352, weight_update_time: 0.9628815055, other_time: 12.9417724609
epoch time: 73.2614288330s, input_fired_time: 1.4371006489, output_fired_time: 0.0000000000, propagate_forward_time: 69.4722213745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3521041870
validation[          , genome 11974] predictions:    6471/  10000 (64.71%), best:    6454/10000 (64.54%), error:     10982.95703, best error:     10885.51758 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 991.1132202148s, input_fired_time: 12.1792879105, output_fired_time: 8.5987119675, propagate_forward_time: 347.7608337402, propagate_backward_time: 609.5659179688, weight_update_time: 0.9633619189, other_time: 13.0085449219
epoch time: 73.3081207275s, input_fired_time: 1.4354113340, output_fired_time: 0.0000000000, propagate_forward_time: 69.5171279907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3555831909
validation[          , genome 11974] predictions:    6404/  10000 (64.04%), best:    6454/10000 (64.54%), error:     11175.95703, best error:     10885.51758 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 991.2120361328s, input_fired_time: 12.1592140198, output_fired_time: 8.6011209488, propagate_forward_time: 347.8900451660, propagate_backward_time: 609.5972290039, weight_update_time: 0.9627984166, other_time: 12.9644165039
epoch time: 73.3191986084s, input_fired_time: 1.4284400940, output_fired_time: 0.0000000000, propagate_forward_time: 69.5289535522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3618087769
validation[          , genome 11974] predictions:    6433/  10000 (64.33%), best:    6454/10000 (64.54%), error:     11093.50000, best error:     10885.51758 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 990.9302978516s, input_fired_time: 12.1605243683, output_fired_time: 8.5955400467, propagate_forward_time: 347.6395568848, propagate_backward_time: 609.5968017578, weight_update_time: 0.9626975060, other_time: 12.9378662109
epoch time: 73.2799148560s, input_fired_time: 1.4346438646, output_fired_time: 0.0000000000, propagate_forward_time: 69.4779586792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3673095703
validation[          , genome 11974] predictions:    6492/  10000 (64.92%), best:    6492/10000 (64.92%), error:     10872.74512, best error:     10872.74512 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 990.9847412109s, input_fired_time: 12.1570568085, output_fired_time: 8.5925436020, propagate_forward_time: 347.7473754883, propagate_backward_time: 609.5316772461, weight_update_time: 0.9628387094, other_time: 12.9561157227
epoch time: 73.2640380859s, input_fired_time: 1.4298065901, output_fired_time: 0.0000000000, propagate_forward_time: 69.4722976685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3619308472
validation[          , genome 11974] predictions:    6478/  10000 (64.78%), best:    6492/10000 (64.92%), error:     10942.91113, best error:     10872.74512 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 990.7778320313s, input_fired_time: 12.1685924530, output_fired_time: 8.5959987640, propagate_forward_time: 347.5921630859, propagate_backward_time: 609.4766845703, weight_update_time: 0.9625180960, other_time: 12.9443969727
epoch time: 73.3649597168s, input_fired_time: 1.4380997419, output_fired_time: 0.0000000000, propagate_forward_time: 69.5657043457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3611526489
validation[          , genome 11974] predictions:    6421/  10000 (64.21%), best:    6492/10000 (64.92%), error:     11080.35840, best error:     10872.74512 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 991.2002563477s, input_fired_time: 12.1931982040, output_fired_time: 8.5971307755, propagate_forward_time: 347.8142700195, propagate_backward_time: 609.6286010742, weight_update_time: 0.9634996653, other_time: 12.9671020508
epoch time: 73.2833099365s, input_fired_time: 1.4469144344, output_fired_time: 0.0000000000, propagate_forward_time: 69.4818572998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3545379639
validation[          , genome 11974] predictions:    6452/  10000 (64.52%), best:    6452/10000 (64.52%), error:     10872.33594, best error:     10872.33594 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 991.1298217773s, input_fired_time: 12.1990737915, output_fired_time: 8.5993041992, propagate_forward_time: 347.8186035156, propagate_backward_time: 609.5609741211, weight_update_time: 0.9626020193, other_time: 12.9518432617
epoch time: 73.2747802734s, input_fired_time: 1.4418566227, output_fired_time: 0.0000000000, propagate_forward_time: 69.4822158813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3507080078
validation[          , genome 11974] predictions:    6493/  10000 (64.93%), best:    6452/10000 (64.52%), error:     10874.65430, best error:     10872.33594 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 991.1387329102s, input_fired_time: 12.2188978195, output_fired_time: 8.5985546112, propagate_forward_time: 347.7730407715, propagate_backward_time: 609.5850219727, weight_update_time: 0.9634160399, other_time: 12.9631958008
epoch time: 73.3734359741s, input_fired_time: 1.4464905262, output_fired_time: 0.0000000000, propagate_forward_time: 69.5586547852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3682937622
validation[          , genome 11974] predictions:    6457/  10000 (64.57%), best:    6452/10000 (64.52%), error:     10941.89355, best error:     10872.33594 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 991.3070068359s, input_fired_time: 12.1997108459, output_fired_time: 8.5988960266, propagate_forward_time: 347.8099060059, propagate_backward_time: 609.7404785156, weight_update_time: 0.9631103873, other_time: 12.9580078125
epoch time: 73.3026504517s, input_fired_time: 1.4427887201, output_fired_time: 0.0000000000, propagate_forward_time: 69.5038909912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3559722900
validation[          , genome 11974] predictions:    6503/  10000 (65.03%), best:    6452/10000 (64.52%), error:     10949.09277, best error:     10872.33594 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 990.9427490234s, input_fired_time: 12.1902570724, output_fired_time: 8.5964632034, propagate_forward_time: 347.5849304199, propagate_backward_time: 609.6400756836, weight_update_time: 0.9633916020, other_time: 12.9310913086
epoch time: 73.3168106079s, input_fired_time: 1.4510022402, output_fired_time: 0.0000000000, propagate_forward_time: 69.5077514648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3580551147
validation[          , genome 11974] predictions:    6490/  10000 (64.90%), best:    6452/10000 (64.52%), error:     10880.24902, best error:     10872.33594 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 991.6420898438s, input_fired_time: 12.2051153183, output_fired_time: 8.5992279053, propagate_forward_time: 347.8544006348, propagate_backward_time: 609.9652099609, weight_update_time: 0.9646598697, other_time: 13.0180664063
epoch time: 73.3534927368s, input_fired_time: 1.4378496408, output_fired_time: 0.0000000000, propagate_forward_time: 69.5533294678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3623123169
validation[          , genome 11974] predictions:    6491/  10000 (64.91%), best:    6491/10000 (64.91%), error:     10866.88770, best error:     10866.88770 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 991.5462646484s, input_fired_time: 12.2161636353, output_fired_time: 8.6003627777, propagate_forward_time: 347.8957214355, propagate_backward_time: 609.8494873047, weight_update_time: 0.9637191296, other_time: 12.9844970703
epoch time: 73.3068084717s, input_fired_time: 1.4469555616, output_fired_time: 0.0000000000, propagate_forward_time: 69.4981460571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3617095947
validation[          , genome 11974] predictions:    6474/  10000 (64.74%), best:    6491/10000 (64.91%), error:     10898.08398, best error:     10866.88770 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 991.2024536133s, input_fired_time: 12.2285308838, output_fired_time: 8.5994768143, propagate_forward_time: 347.7463989258, propagate_backward_time: 609.6707153320, weight_update_time: 0.9635725021, other_time: 12.9573364258
epoch time: 73.4349899292s, input_fired_time: 1.4521359205, output_fired_time: 0.0000000000, propagate_forward_time: 69.6122665405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3705902100
validation[          , genome 11974] predictions:    6434/  10000 (64.34%), best:    6491/10000 (64.91%), error:     11009.90527, best error:     10866.88770 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 990.9549560547s, input_fired_time: 12.2083482742, output_fired_time: 8.5968341827, propagate_forward_time: 347.6485290527, propagate_backward_time: 609.5567626953, weight_update_time: 0.9626320601, other_time: 12.9444580078
epoch time: 73.3003997803s, input_fired_time: 1.4493311644, output_fired_time: 0.0000000000, propagate_forward_time: 69.4937896729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3572769165
validation[          , genome 11974] predictions:    6492/  10000 (64.92%), best:    6492/10000 (64.92%), error:     10860.75000, best error:     10860.75000 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 991.8102416992s, input_fired_time: 12.2424354553, output_fired_time: 8.6056880951, propagate_forward_time: 347.9527893066, propagate_backward_time: 610.0357055664, weight_update_time: 0.9642267227, other_time: 12.9735717773
epoch time: 73.3072662354s, input_fired_time: 1.4492379427, output_fired_time: 0.0000000000, propagate_forward_time: 69.4980545044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3599700928
validation[          , genome 11974] predictions:    6515/  10000 (65.15%), best:    6492/10000 (64.92%), error:     10903.81250, best error:     10860.75000 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 991.3963623047s, input_fired_time: 12.2597150803, output_fired_time: 8.6016407013, propagate_forward_time: 347.7423400879, propagate_backward_time: 609.8205566406, weight_update_time: 0.9627931714, other_time: 12.9721679688
epoch time: 73.2774047852s, input_fired_time: 1.4508342743, output_fired_time: 0.0000000000, propagate_forward_time: 69.4703598022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3562088013
validation[          , genome 11974] predictions:    6508/  10000 (65.08%), best:    6492/10000 (64.92%), error:     10894.24414, best error:     10860.75000 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 991.1676025391s, input_fired_time: 12.2211828232, output_fired_time: 8.6029653549, propagate_forward_time: 347.7914428711, propagate_backward_time: 609.6087646484, weight_update_time: 0.9633517861, other_time: 12.9432373047
epoch time: 73.2879943848s, input_fired_time: 1.4442646503, output_fired_time: 0.0000000000, propagate_forward_time: 69.4776992798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3660278320
validation[          , genome 11974] predictions:    6507/  10000 (65.07%), best:    6507/10000 (65.07%), error:     10840.90332, best error:     10840.90332 on epoch:   100, 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: 366.6870422363s, input_fired_time: 7.2278065681, output_fired_time: 0.0000000000, propagate_forward_time: 347.6091308594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.8500976563
best training[          , genome 11974] predictions:   43127/  50000 (86.25%), best:    6507/10000 (65.07%), error:     22486.08594, best error:     10840.90332 on epoch:   100, 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: 73.3574218750s, input_fired_time: 1.4442892075, output_fired_time: 0.0000000000, propagate_forward_time: 69.5464248657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3667068481
   testing[          , genome 11974] predictions:    6507/  10000 (65.07%), best:    6507/10000 (65.07%), error:     10840.90332, best error:     10840.90332 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:57:09 (9908): called boinc_finish(0)

</stderr_txt>
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