Nameexact_genome_1512568488_41_4427_0
Workunit2593419
Created7 Dec 2017, 9:58:24 UTC
Sent7 Dec 2017, 10:01:39 UTC
Report deadline12 Dec 2017, 2:50:26 UTC
Received9 Dec 2017, 1:59:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 32 min 25 sec
CPU time2 hours 28 min 54 sec
Validate stateValid
Credit1,175.14
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.55 MB
Peak swap size156.26 MB
Peak disk usage1.50 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1043449417, output_fired_time: 0.0000000000, propagate_forward_time: 6.6961612701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061635971
validation[          , genome  4427] predictions:    9564/  10000 (95.64%), best:    9563/10000 (95.63%), error:      1473.55005, best error:      1445.36646 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 81.3941421509s, input_fired_time: 0.7819803357, output_fired_time: 0.7882530093, propagate_forward_time: 31.6707515717, propagate_backward_time: 45.4781990051, weight_update_time: 0.1517119557, other_time: 2.6749534607
epoch time: 7.2215623856s, input_fired_time: 0.1053202227, output_fired_time: 0.0000000000, propagate_forward_time: 6.6123147011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5039272308
validation[          , genome  4427] predictions:    9504/  10000 (95.04%), best:    9563/10000 (95.63%), error:      1615.19788, best error:      1445.36646 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 80.7561187744s, input_fired_time: 0.7744177580, output_fired_time: 0.7785275578, propagate_forward_time: 31.4725990295, propagate_backward_time: 45.1063270569, weight_update_time: 0.1467009634, other_time: 2.6242523193
epoch time: 6.5936727524s, input_fired_time: 0.0965078026, output_fired_time: 0.0000000000, propagate_forward_time: 6.0305910110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665737152
validation[          , genome  4427] predictions:    9546/  10000 (95.46%), best:    9563/10000 (95.63%), error:      1496.46021, best error:      1445.36646 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 81.9384918213s, input_fired_time: 0.7822720408, output_fired_time: 0.7870757580, propagate_forward_time: 31.9917297363, propagate_backward_time: 45.7628974915, weight_update_time: 0.1476805955, other_time: 2.6145133972
epoch time: 6.9447526932s, input_fired_time: 0.0978178009, output_fired_time: 0.0000000000, propagate_forward_time: 6.3778405190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690942764
validation[          , genome  4427] predictions:    9553/  10000 (95.53%), best:    9553/10000 (95.53%), error:      1441.69141, best error:      1441.69141 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 81.3381271362s, input_fired_time: 0.7799852490, output_fired_time: 0.7823730707, propagate_forward_time: 31.6145915985, propagate_backward_time: 45.4871520996, weight_update_time: 0.1484323293, other_time: 2.6740264893
epoch time: 7.1376314163s, input_fired_time: 0.1009737849, output_fired_time: 0.0000000000, propagate_forward_time: 6.5516805649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849772453
validation[          , genome  4427] predictions:    9552/  10000 (95.52%), best:    9553/10000 (95.53%), error:      1469.16895, best error:      1441.69141 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 81.7765579224s, input_fired_time: 0.7849296927, output_fired_time: 0.7905327082, propagate_forward_time: 31.7837429047, propagate_backward_time: 45.7304458618, weight_update_time: 0.1511968523, other_time: 2.6869049072
epoch time: 6.5320582390s, input_fired_time: 0.1016378924, output_fired_time: 0.0000000000, propagate_forward_time: 5.8532910347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5771293640
validation[          , genome  4427] predictions:    9535/  10000 (95.35%), best:    9553/10000 (95.53%), error:      1501.16467, best error:      1441.69141 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 80.1295623779s, input_fired_time: 0.7694796324, output_fired_time: 0.7734879851, propagate_forward_time: 30.8902225494, propagate_backward_time: 45.0752449036, weight_update_time: 0.1463429928, other_time: 2.6211280823
epoch time: 6.7831611633s, input_fired_time: 0.0959789157, output_fired_time: 0.0000000000, propagate_forward_time: 6.2232441902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639382362
validation[          , genome  4427] predictions:    9546/  10000 (95.46%), best:    9553/10000 (95.53%), error:      1521.40039, best error:      1441.69141 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 82.7245025635s, input_fired_time: 0.7872980833, output_fired_time: 0.7996810675, propagate_forward_time: 32.2272415161, propagate_backward_time: 46.2236557007, weight_update_time: 0.1510541439, other_time: 2.6866226196
epoch time: 6.8479609489s, input_fired_time: 0.1002070010, output_fired_time: 0.0000000000, propagate_forward_time: 6.2687635422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4789905548
validation[          , genome  4427] predictions:    9544/  10000 (95.44%), best:    9553/10000 (95.53%), error:      1499.16663, best error:      1441.69141 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 81.1503601074s, input_fired_time: 0.7753129005, output_fired_time: 0.7889837623, propagate_forward_time: 31.5978946686, propagate_backward_time: 45.3709068298, weight_update_time: 0.1491990685, other_time: 2.6172599792
epoch time: 6.4034051895s, input_fired_time: 0.0967774168, output_fired_time: 0.0000000000, propagate_forward_time: 5.7945356369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120921135
validation[          , genome  4427] predictions:    9550/  10000 (95.50%), best:    9550/10000 (95.50%), error:      1421.94971, best error:      1421.94971 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 81.2680358887s, input_fired_time: 0.7813984156, output_fired_time: 0.7846931219, propagate_forward_time: 31.4944248199, propagate_backward_time: 45.5466194153, weight_update_time: 0.1485113353, other_time: 2.6609077454
epoch time: 6.9864811897s, input_fired_time: 0.0998057723, output_fired_time: 0.0000000000, propagate_forward_time: 6.4260082245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606671333
validation[          , genome  4427] predictions:    9532/  10000 (95.32%), best:    9550/10000 (95.50%), error:      1565.06506, best error:      1421.94971 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 81.4606170654s, input_fired_time: 0.7833328247, output_fired_time: 0.7812039852, propagate_forward_time: 31.6240196228, propagate_backward_time: 45.5905494690, weight_update_time: 0.1499717385, other_time: 2.6815109253
epoch time: 6.9030380249s, input_fired_time: 0.0978780612, output_fired_time: 0.0000000000, propagate_forward_time: 6.3475618362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575982094
validation[          , genome  4427] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1375.65076, best error:      1375.65076 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 80.9698333740s, input_fired_time: 0.7791484594, output_fired_time: 0.7854337096, propagate_forward_time: 31.3841609955, propagate_backward_time: 45.3705520630, weight_update_time: 0.1490477622, other_time: 2.6505355835
epoch time: 7.1638069153s, input_fired_time: 0.1022016704, output_fired_time: 0.0000000000, propagate_forward_time: 6.5175600052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440454483
validation[          , genome  4427] predictions:    9572/  10000 (95.72%), best:    9589/10000 (95.89%), error:      1418.24451, best error:      1375.65076 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 80.9189758301s, input_fired_time: 0.7778915167, output_fired_time: 0.7789241672, propagate_forward_time: 31.4315509796, propagate_backward_time: 45.2698097229, weight_update_time: 0.1481698751, other_time: 2.6608009338
epoch time: 7.3718810081s, input_fired_time: 0.1072679758, output_fired_time: 0.0000000000, propagate_forward_time: 6.7507872581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138258934
validation[          , genome  4427] predictions:    9579/  10000 (95.79%), best:    9589/10000 (95.89%), error:      1385.57263, best error:      1375.65076 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 80.9919052124s, input_fired_time: 0.7802700400, output_fired_time: 0.7872266173, propagate_forward_time: 31.4918441772, propagate_backward_time: 45.2670783997, weight_update_time: 0.1480573267, other_time: 2.6654853821
epoch time: 7.0599861145s, input_fired_time: 0.1021780223, output_fired_time: 0.0000000000, propagate_forward_time: 6.4802894592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775185585
validation[          , genome  4427] predictions:    9534/  10000 (95.34%), best:    9589/10000 (95.89%), error:      1510.78979, best error:      1375.65076 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 82.2836532593s, input_fired_time: 0.7882943153, output_fired_time: 0.7913190126, propagate_forward_time: 32.0363502502, propagate_backward_time: 46.0100212097, weight_update_time: 0.1495221555, other_time: 2.6576690674
epoch time: 7.2356739044s, input_fired_time: 0.1068368256, output_fired_time: 0.0000000000, propagate_forward_time: 6.6304211617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984159470
validation[          , genome  4427] predictions:    9564/  10000 (95.64%), best:    9589/10000 (95.89%), error:      1395.68469, best error:      1375.65076 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 81.9526596069s, input_fired_time: 0.7881882191, output_fired_time: 0.7889455557, propagate_forward_time: 31.9274654388, propagate_backward_time: 45.8031387329, weight_update_time: 0.1489932984, other_time: 2.6449203491
epoch time: 7.0538263321s, input_fired_time: 0.0995701030, output_fired_time: 0.0000000000, propagate_forward_time: 6.4949889183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592671394
validation[          , genome  4427] predictions:    9610/  10000 (96.10%), best:    9610/10000 (96.10%), error:      1323.45618, best error:      1323.45618 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 81.7397384644s, input_fired_time: 0.7818470001, output_fired_time: 0.7814794183, propagate_forward_time: 31.9580535889, propagate_backward_time: 45.6499519348, weight_update_time: 0.1461801529, other_time: 2.5684089661
epoch time: 6.9803066254s, input_fired_time: 0.0978918597, output_fired_time: 0.0000000000, propagate_forward_time: 6.4098739624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725408554
validation[          , genome  4427] predictions:    9604/  10000 (96.04%), best:    9610/10000 (96.10%), error:      1334.32373, best error:      1323.45618 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 81.6794433594s, input_fired_time: 0.7953633666, output_fired_time: 0.7961881161, propagate_forward_time: 31.6683025360, propagate_backward_time: 45.7382164001, weight_update_time: 0.1503690034, other_time: 2.6813697815
epoch time: 6.9700698853s, input_fired_time: 0.0990385041, output_fired_time: 0.0000000000, propagate_forward_time: 6.4110684395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4599628448
validation[          , genome  4427] predictions:    9564/  10000 (95.64%), best:    9610/10000 (96.10%), error:      1415.08606, best error:      1323.45618 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 81.7234191895s, input_fired_time: 0.7833319902, output_fired_time: 0.7894191742, propagate_forward_time: 31.8609237671, propagate_backward_time: 45.6244964600, weight_update_time: 0.1506880969, other_time: 2.6652450562
epoch time: 6.8997359276s, input_fired_time: 0.1006001979, output_fired_time: 0.0000000000, propagate_forward_time: 6.3132929802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858427048
validation[          , genome  4427] predictions:    9571/  10000 (95.71%), best:    9610/10000 (96.10%), error:      1380.13477, best error:      1323.45618 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 81.8411788940s, input_fired_time: 0.7821415663, output_fired_time: 0.7867211699, propagate_forward_time: 31.8472423553, propagate_backward_time: 45.8141555786, weight_update_time: 0.1487130225, other_time: 2.6109161377
epoch time: 6.5385165215s, input_fired_time: 0.0941900089, output_fired_time: 0.0000000000, propagate_forward_time: 5.9793787003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649477005
validation[          , genome  4427] predictions:    9532/  10000 (95.32%), best:    9610/10000 (96.10%), error:      1497.53662, best error:      1323.45618 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 82.8089675903s, input_fired_time: 0.8075169325, output_fired_time: 0.7965570688, propagate_forward_time: 32.1726531982, propagate_backward_time: 46.3097801208, weight_update_time: 0.1518254280, other_time: 2.7224617004
epoch time: 6.9329037666s, input_fired_time: 0.0968394354, output_fired_time: 0.0000000000, propagate_forward_time: 6.3739399910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621243477
validation[          , genome  4427] predictions:    9609/  10000 (96.09%), best:    9609/10000 (96.09%), error:      1307.35681, best error:      1307.35681 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 81.7692489624s, input_fired_time: 0.7921027541, output_fired_time: 0.7846837640, propagate_forward_time: 31.8752212524, propagate_backward_time: 45.6548538208, weight_update_time: 0.1489317864, other_time: 2.6623916626
epoch time: 6.9732918739s, input_fired_time: 0.1014308557, output_fired_time: 0.0000000000, propagate_forward_time: 6.4000806808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717803001
validation[          , genome  4427] predictions:    9586/  10000 (95.86%), best:    9609/10000 (96.09%), error:      1350.36328, best error:      1307.35681 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 81.1164398193s, input_fired_time: 0.7838898301, output_fired_time: 0.7842443585, propagate_forward_time: 31.5440769196, propagate_backward_time: 45.3716125488, weight_update_time: 0.1472901404, other_time: 2.6326217651
epoch time: 6.7199754715s, input_fired_time: 0.0990113020, output_fired_time: 0.0000000000, propagate_forward_time: 6.1335248947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874391556
validation[          , genome  4427] predictions:    9590/  10000 (95.90%), best:    9609/10000 (96.09%), error:      1370.42114, best error:      1307.35681 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 80.6495895386s, input_fired_time: 0.7727865577, output_fired_time: 0.7749773264, propagate_forward_time: 31.4363327026, propagate_backward_time: 45.0918998718, weight_update_time: 0.1470540613, other_time: 2.5735893250
epoch time: 7.0707445145s, input_fired_time: 0.1036861613, output_fired_time: 0.0000000000, propagate_forward_time: 6.4826388359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844193459
validation[          , genome  4427] predictions:    9541/  10000 (95.41%), best:    9609/10000 (96.09%), error:      1475.72327, best error:      1307.35681 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 81.9522018433s, input_fired_time: 0.7945890427, output_fired_time: 0.7879766226, propagate_forward_time: 31.9146480560, propagate_backward_time: 45.8449668884, weight_update_time: 0.1486251503, other_time: 2.6100196838
epoch time: 7.2886915207s, input_fired_time: 0.1082334071, output_fired_time: 0.0000000000, propagate_forward_time: 6.6604104042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200476646
validation[          , genome  4427] predictions:    9616/  10000 (96.16%), best:    9616/10000 (96.16%), error:      1275.32214, best error:      1275.32214 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 82.3054885864s, input_fired_time: 0.7891634107, output_fired_time: 0.7907917500, propagate_forward_time: 32.0065155029, propagate_backward_time: 46.0781135559, weight_update_time: 0.1495614946, other_time: 2.6409034729
epoch time: 6.9400477409s, input_fired_time: 0.0987675712, output_fired_time: 0.0000000000, propagate_forward_time: 6.3639602661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773197174
validation[          , genome  4427] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1260.83545, best error:      1260.83545 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 81.1013870239s, input_fired_time: 0.7823145390, output_fired_time: 0.7820634842, propagate_forward_time: 31.4886970520, propagate_backward_time: 45.4322547913, weight_update_time: 0.1470874995, other_time: 2.6160507202
epoch time: 6.9590115547s, input_fired_time: 0.0992210582, output_fired_time: 0.0000000000, propagate_forward_time: 6.4033732414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4564170837
validation[          , genome  4427] predictions:    9586/  10000 (95.86%), best:    9632/10000 (96.32%), error:      1361.44836, best error:      1260.83545 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 81.1184463501s, input_fired_time: 0.7920825481, output_fired_time: 0.7842895389, propagate_forward_time: 31.5195617676, propagate_backward_time: 45.3520240784, weight_update_time: 0.1492924094, other_time: 2.6704902649
epoch time: 6.9688706398s, input_fired_time: 0.0982471555, output_fired_time: 0.0000000000, propagate_forward_time: 6.4064760208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641475677
validation[          , genome  4427] predictions:    9605/  10000 (96.05%), best:    9632/10000 (96.32%), error:      1302.50879, best error:      1260.83545 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 78.7832489014s, input_fired_time: 0.7707916498, output_fired_time: 0.7674728036, propagate_forward_time: 30.4222831726, propagate_backward_time: 44.1202316284, weight_update_time: 0.1464943290, other_time: 2.7024726868
epoch time: 7.1734981537s, input_fired_time: 0.1035178974, output_fired_time: 0.0000000000, propagate_forward_time: 6.5676865578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022935867
validation[          , genome  4427] predictions:    9579/  10000 (95.79%), best:    9632/10000 (96.32%), error:      1340.27795, best error:      1260.83545 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 79.1203918457s, input_fired_time: 0.7745944262, output_fired_time: 0.7684203982, propagate_forward_time: 30.6516036987, propagate_backward_time: 44.2779006958, weight_update_time: 0.1476975828, other_time: 2.6478729248
epoch time: 6.9430618286s, input_fired_time: 0.1016673893, output_fired_time: 0.0000000000, propagate_forward_time: 6.3674745560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739198685
validation[          , genome  4427] predictions:    9586/  10000 (95.86%), best:    9632/10000 (96.32%), error:      1329.60828, best error:      1260.83545 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 81.9515686035s, input_fired_time: 0.7883581519, output_fired_time: 0.7896932960, propagate_forward_time: 31.9107170105, propagate_backward_time: 45.8371047974, weight_update_time: 0.1492803395, other_time: 2.6256904602
epoch time: 7.2467050552s, input_fired_time: 0.1052175462, output_fired_time: 0.0000000000, propagate_forward_time: 6.6378183365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036692619
validation[          , genome  4427] predictions:    9554/  10000 (95.54%), best:    9632/10000 (96.32%), error:      1434.32666, best error:      1260.83545 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 81.2312545776s, input_fired_time: 0.7987079024, output_fired_time: 0.7792570591, propagate_forward_time: 31.5434761047, propagate_backward_time: 45.4208259583, weight_update_time: 0.1496543586, other_time: 2.6889877319
epoch time: 6.9076957703s, input_fired_time: 0.0987845808, output_fired_time: 0.0000000000, propagate_forward_time: 6.3534646034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4554467201
validation[          , genome  4427] predictions:    9592/  10000 (95.92%), best:    9632/10000 (96.32%), error:      1341.74719, best error:      1260.83545 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 80.4570693970s, input_fired_time: 0.7901740670, output_fired_time: 0.7883185744, propagate_forward_time: 31.0181503296, propagate_backward_time: 45.1652908325, weight_update_time: 0.1497298181, other_time: 2.6951370239
epoch time: 7.2916607857s, input_fired_time: 0.1060530841, output_fired_time: 0.0000000000, propagate_forward_time: 6.6934509277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921569824
validation[          , genome  4427] predictions:    9623/  10000 (96.23%), best:    9623/10000 (96.23%), error:      1234.34424, best error:      1234.34424 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 81.7681045532s, input_fired_time: 0.7996959686, output_fired_time: 0.7914739847, propagate_forward_time: 31.7387943268, propagate_backward_time: 45.7391090393, weight_update_time: 0.1530013233, other_time: 2.6990318298
epoch time: 6.9674396515s, input_fired_time: 0.0986542329, output_fired_time: 0.0000000000, propagate_forward_time: 6.4083247185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604606628
validation[          , genome  4427] predictions:    9598/  10000 (95.98%), best:    9623/10000 (96.23%), error:      1316.97656, best error:      1234.34424 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 81.5837402344s, input_fired_time: 0.7857607603, output_fired_time: 0.7826537490, propagate_forward_time: 31.8141765594, propagate_backward_time: 45.5860290527, weight_update_time: 0.1495213509, other_time: 2.6151199341
epoch time: 6.9898495674s, input_fired_time: 0.1010421067, output_fired_time: 0.0000000000, propagate_forward_time: 6.4262280464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625792503
validation[          , genome  4427] predictions:    9597/  10000 (95.97%), best:    9623/10000 (96.23%), error:      1343.33472, best error:      1234.34424 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 81.9427413940s, input_fired_time: 0.7912049294, output_fired_time: 0.7890399098, propagate_forward_time: 31.9248600006, propagate_backward_time: 45.7680854797, weight_update_time: 0.1509937644, other_time: 2.6695518494
epoch time: 7.2005972862s, input_fired_time: 0.1091082320, output_fired_time: 0.0000000000, propagate_forward_time: 6.5861744881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053143501
validation[          , genome  4427] predictions:    9608/  10000 (96.08%), best:    9623/10000 (96.23%), error:      1330.37317, best error:      1234.34424 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 82.4845123291s, input_fired_time: 0.8104228377, output_fired_time: 0.7916567922, propagate_forward_time: 32.1783370972, propagate_backward_time: 46.0202903748, weight_update_time: 0.1513686776, other_time: 2.6838035583
epoch time: 6.6234297752s, input_fired_time: 0.1018687114, output_fired_time: 0.0000000000, propagate_forward_time: 6.0247077942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968533516
validation[          , genome  4427] predictions:    9583/  10000 (95.83%), best:    9623/10000 (96.23%), error:      1342.61621, best error:      1234.34424 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 82.1310653687s, input_fired_time: 0.7990175486, output_fired_time: 0.7882714272, propagate_forward_time: 31.9476280212, propagate_backward_time: 45.9921913147, weight_update_time: 0.1479476690, other_time: 2.6039581299
epoch time: 7.1387090683s, input_fired_time: 0.1043257788, output_fired_time: 0.0000000000, propagate_forward_time: 6.5540037155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4803795815
validation[          , genome  4427] predictions:    9521/  10000 (95.21%), best:    9623/10000 (96.23%), error:      1505.25281, best error:      1234.34424 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 81.4995803833s, input_fired_time: 0.7903423309, output_fired_time: 0.7875508070, propagate_forward_time: 31.6993427277, propagate_backward_time: 45.5848464966, weight_update_time: 0.1496936381, other_time: 2.6374969482
epoch time: 7.3585634232s, input_fired_time: 0.1090193912, output_fired_time: 0.0000000000, propagate_forward_time: 6.7370553017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124888420
validation[          , genome  4427] predictions:    9627/  10000 (96.27%), best:    9623/10000 (96.23%), error:      1267.97839, best error:      1234.34424 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 80.5936355591s, input_fired_time: 0.7864322066, output_fired_time: 0.7749516964, propagate_forward_time: 31.2896518707, propagate_backward_time: 45.1229171753, weight_update_time: 0.1459600329, other_time: 2.6196899414
epoch time: 6.9834551811s, input_fired_time: 0.1020713225, output_fired_time: 0.0000000000, propagate_forward_time: 6.4172258377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641580582
validation[          , genome  4427] predictions:    9617/  10000 (96.17%), best:    9623/10000 (96.23%), error:      1245.89575, best error:      1234.34424 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 80.8954620361s, input_fired_time: 0.7897492051, output_fired_time: 0.7775728703, propagate_forward_time: 31.4526786804, propagate_backward_time: 45.2731132507, weight_update_time: 0.1483670920, other_time: 2.6023483276
epoch time: 6.3580369949s, input_fired_time: 0.0972652286, output_fired_time: 0.0000000000, propagate_forward_time: 5.7528023720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5079693794
validation[          , genome  4427] predictions:    9624/  10000 (96.24%), best:    9623/10000 (96.23%), error:      1298.84033, best error:      1234.34424 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 81.2128372192s, input_fired_time: 0.7878056765, output_fired_time: 0.7821658254, propagate_forward_time: 31.5350284576, propagate_backward_time: 45.4353599548, weight_update_time: 0.1480283737, other_time: 2.6724815369
epoch time: 7.0264749527s, input_fired_time: 0.1035545394, output_fired_time: 0.0000000000, propagate_forward_time: 6.4643373489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585828781
validation[          , genome  4427] predictions:    9606/  10000 (96.06%), best:    9623/10000 (96.23%), error:      1310.54468, best error:      1234.34424 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 80.7666244507s, input_fired_time: 0.7873306870, output_fired_time: 0.7900847793, propagate_forward_time: 31.1496429443, propagate_backward_time: 45.3532371521, weight_update_time: 0.1482982188, other_time: 2.6863288879
epoch time: 6.9284949303s, input_fired_time: 0.0997044668, output_fired_time: 0.0000000000, propagate_forward_time: 6.3510408401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777498245
validation[          , genome  4427] predictions:    9507/  10000 (95.07%), best:    9623/10000 (96.23%), error:      1565.82751, best error:      1234.34424 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 82.8524093628s, input_fired_time: 0.8036159873, output_fired_time: 0.7878130674, propagate_forward_time: 32.2662162781, propagate_backward_time: 46.3617782593, weight_update_time: 0.1487259716, other_time: 2.6329841614
epoch time: 6.9387192726s, input_fired_time: 0.0999722481, output_fired_time: 0.0000000000, propagate_forward_time: 6.3722949028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664521217
validation[          , genome  4427] predictions:    9533/  10000 (95.33%), best:    9623/10000 (96.23%), error:      1429.97693, best error:      1234.34424 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 79.9230651855s, input_fired_time: 0.7924127579, output_fired_time: 0.7740497589, propagate_forward_time: 30.9532852173, propagate_backward_time: 44.7322807312, weight_update_time: 0.1474655569, other_time: 2.6710395813
epoch time: 6.9339804649s, input_fired_time: 0.1007555351, output_fired_time: 0.0000000000, propagate_forward_time: 6.3595252037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736995697
validation[          , genome  4427] predictions:    9597/  10000 (95.97%), best:    9623/10000 (96.23%), error:      1311.65454, best error:      1234.34424 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 81.7904663086s, input_fired_time: 0.8028526902, output_fired_time: 0.7884324193, propagate_forward_time: 31.7184085846, propagate_backward_time: 45.7230377197, weight_update_time: 0.1500404179, other_time: 2.7577362061
epoch time: 7.1636581421s, input_fired_time: 0.1075045615, output_fired_time: 0.0000000000, propagate_forward_time: 6.5660395622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4901142120
validation[          , genome  4427] predictions:    9621/  10000 (96.21%), best:    9623/10000 (96.23%), error:      1268.99695, best error:      1234.34424 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 80.4911880493s, input_fired_time: 0.7842513323, output_fired_time: 0.7765564919, propagate_forward_time: 31.3795547485, propagate_backward_time: 44.9028816223, weight_update_time: 0.1487050653, other_time: 2.6479454041
epoch time: 7.0539298058s, input_fired_time: 0.1072791368, output_fired_time: 0.0000000000, propagate_forward_time: 6.4551734924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4914770126
validation[          , genome  4427] predictions:    9612/  10000 (96.12%), best:    9623/10000 (96.23%), error:      1279.76758, best error:      1234.34424 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 78.8090286255s, input_fired_time: 0.7916318774, output_fired_time: 0.7710357904, propagate_forward_time: 30.4225540161, propagate_backward_time: 44.1924552917, weight_update_time: 0.1483701617, other_time: 2.6313514709
epoch time: 6.3037686348s, input_fired_time: 0.0942168310, output_fired_time: 0.0000000000, propagate_forward_time: 5.7567443848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528074265
validation[          , genome  4427] predictions:    9594/  10000 (95.94%), best:    9623/10000 (96.23%), error:      1336.71179, best error:      1234.34424 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 80.3377914429s, input_fired_time: 0.7921288013, output_fired_time: 0.7799211740, propagate_forward_time: 31.1978855133, propagate_backward_time: 44.9619941711, weight_update_time: 0.1483728588, other_time: 2.6058616638
epoch time: 6.4490704536s, input_fired_time: 0.0982534289, output_fired_time: 0.0000000000, propagate_forward_time: 5.8749723434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758448601
validation[          , genome  4427] predictions:    9604/  10000 (96.04%), best:    9623/10000 (96.23%), error:      1322.17859, best error:      1234.34424 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 81.4730834961s, input_fired_time: 0.8040411472, output_fired_time: 0.7809426785, propagate_forward_time: 31.6963596344, propagate_backward_time: 45.5001869202, weight_update_time: 0.1490776688, other_time: 2.6915550232
epoch time: 7.0008268356s, input_fired_time: 0.1034580916, output_fired_time: 0.0000000000, propagate_forward_time: 6.4142136574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4831552505
validation[          , genome  4427] predictions:    9598/  10000 (95.98%), best:    9623/10000 (96.23%), error:      1322.08618, best error:      1234.34424 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 81.5951919556s, input_fired_time: 0.8189114928, output_fired_time: 0.7822505832, propagate_forward_time: 31.7705097198, propagate_backward_time: 45.5767211914, weight_update_time: 0.1488486677, other_time: 2.6468048096
epoch time: 6.8658308983s, input_fired_time: 0.1023114845, output_fired_time: 0.0000000000, propagate_forward_time: 6.2812585831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822607040
validation[          , genome  4427] predictions:    9607/  10000 (96.07%), best:    9623/10000 (96.23%), error:      1277.93225, best error:      1234.34424 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 81.6447448730s, input_fired_time: 0.7908169627, output_fired_time: 0.7837475538, propagate_forward_time: 31.8188800812, propagate_backward_time: 45.6734848022, weight_update_time: 0.1468995661, other_time: 2.5778198242
epoch time: 7.4697766304s, input_fired_time: 0.1104816049, output_fired_time: 0.0000000000, propagate_forward_time: 6.8412556648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180392265
validation[          , genome  4427] predictions:    9550/  10000 (95.50%), best:    9623/10000 (96.23%), error:      1385.39844, best error:      1234.34424 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 81.2660980225s, input_fired_time: 0.7975913882, output_fired_time: 0.7836684585, propagate_forward_time: 31.6808013916, propagate_backward_time: 45.3802871704, weight_update_time: 0.1466751099, other_time: 2.6237487793
epoch time: 6.4832415581s, input_fired_time: 0.0993259549, output_fired_time: 0.0000000000, propagate_forward_time: 5.8922195435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916958809
validation[          , genome  4427] predictions:    9622/  10000 (96.22%), best:    9623/10000 (96.23%), error:      1238.24402, best error:      1234.34424 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 81.8901748657s, input_fired_time: 0.8032829762, output_fired_time: 0.7875027657, propagate_forward_time: 31.8480358124, propagate_backward_time: 45.7969970703, weight_update_time: 0.1488469988, other_time: 2.6543502808
epoch time: 6.9513406754s, input_fired_time: 0.1019812003, output_fired_time: 0.0000000000, propagate_forward_time: 6.3891057968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602537155
validation[          , genome  4427] predictions:    9610/  10000 (96.10%), best:    9623/10000 (96.23%), error:      1261.10022, best error:      1234.34424 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 81.9448471069s, input_fired_time: 0.7977055907, output_fired_time: 0.7869950533, propagate_forward_time: 31.9066467285, propagate_backward_time: 45.8362503052, weight_update_time: 0.1479918361, other_time: 2.6172485352
epoch time: 6.9472136497s, input_fired_time: 0.1025453135, output_fired_time: 0.0000000000, propagate_forward_time: 6.3837251663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609432220
validation[          , genome  4427] predictions:    9609/  10000 (96.09%), best:    9623/10000 (96.23%), error:      1263.23035, best error:      1234.34424 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 82.4894332886s, input_fired_time: 0.8028568625, output_fired_time: 0.7878408432, propagate_forward_time: 32.2789154053, propagate_backward_time: 45.9987144470, weight_update_time: 0.1494816691, other_time: 2.6211051941
epoch time: 6.3498697281s, input_fired_time: 0.0998427793, output_fired_time: 0.0000000000, propagate_forward_time: 5.7676062584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824209213
validation[          , genome  4427] predictions:    9614/  10000 (96.14%), best:    9623/10000 (96.23%), error:      1255.72266, best error:      1234.34424 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 79.4287796021s, input_fired_time: 0.7833084464, output_fired_time: 0.7735769749, propagate_forward_time: 30.6188964844, propagate_backward_time: 44.6112823486, weight_update_time: 0.1442474872, other_time: 2.6417160034
epoch time: 6.9593353271s, input_fired_time: 0.1011313647, output_fired_time: 0.0000000000, propagate_forward_time: 6.3987579346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4594459534
validation[          , genome  4427] predictions:    9586/  10000 (95.86%), best:    9623/10000 (96.23%), error:      1333.83582, best error:      1234.34424 on epoch:    46, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 80.5263061523s, input_fired_time: 0.7967556715, output_fired_time: 0.7753582001, propagate_forward_time: 31.2948589325, propagate_backward_time: 45.0538711548, weight_update_time: 0.1460037380, other_time: 2.6054611206
epoch time: 6.2986230850s, input_fired_time: 0.0996660516, output_fired_time: 0.0000000000, propagate_forward_time: 5.6832008362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5157561302
validation[          , genome  4427] predictions:    9467/  10000 (94.67%), best:    9623/10000 (96.23%), error:      1695.34717, best error:      1234.34424 on epoch:    46, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 80.6698074341s, input_fired_time: 0.7934114337, output_fired_time: 0.7772936821, propagate_forward_time: 31.3511314392, propagate_backward_time: 45.1200065613, weight_update_time: 0.1472843289, other_time: 2.6279678345
epoch time: 6.9896912575s, input_fired_time: 0.1023762003, output_fired_time: 0.0000000000, propagate_forward_time: 6.4115357399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4757795334
validation[          , genome  4427] predictions:    9579/  10000 (95.79%), best:    9623/10000 (96.23%), error:      1339.24854, best error:      1234.34424 on epoch:    46, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 82.4401626587s, input_fired_time: 0.8055020571, output_fired_time: 0.7923607230, propagate_forward_time: 32.1330299377, propagate_backward_time: 46.0723953247, weight_update_time: 0.1512888372, other_time: 2.6368751526
epoch time: 6.8173346519s, input_fired_time: 0.1039566547, output_fired_time: 0.0000000000, propagate_forward_time: 6.2418279648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715499878
validation[          , genome  4427] predictions:    9617/  10000 (96.17%), best:    9623/10000 (96.23%), error:      1252.19409, best error:      1234.34424 on epoch:    46, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 81.2304611206s, input_fired_time: 0.7942298055, output_fired_time: 0.7824327946, propagate_forward_time: 31.6326026917, propagate_backward_time: 45.4211959839, weight_update_time: 0.1479965895, other_time: 2.6000022888
epoch time: 6.9004077911s, input_fired_time: 0.1022998542, output_fired_time: 0.0000000000, propagate_forward_time: 6.3365721703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615359306
validation[          , genome  4427] predictions:    9594/  10000 (95.94%), best:    9623/10000 (96.23%), error:      1300.72546, best error:      1234.34424 on epoch:    46, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 80.6807785034s, input_fired_time: 0.7951599956, output_fired_time: 0.7853477597, propagate_forward_time: 31.2924823761, propagate_backward_time: 45.2094268799, weight_update_time: 0.1469277143, other_time: 2.5983657837
epoch time: 7.2113366127s, input_fired_time: 0.1081985906, output_fired_time: 0.0000000000, propagate_forward_time: 6.6057181358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974198341
validation[          , genome  4427] predictions:    9575/  10000 (95.75%), best:    9623/10000 (96.23%), error:      1344.03528, best error:      1234.34424 on epoch:    46, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 80.1041564941s, input_fired_time: 0.8005647659, output_fired_time: 0.7797617316, propagate_forward_time: 31.0751819611, propagate_backward_time: 44.7723999023, weight_update_time: 0.1479207277, other_time: 2.6762466431
epoch time: 6.9691882133s, input_fired_time: 0.1041548327, output_fired_time: 0.0000000000, propagate_forward_time: 6.3838105202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812226295
validation[          , genome  4427] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1221.40564, best error:      1221.40564 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 81.1768875122s, input_fired_time: 0.8070994616, output_fired_time: 0.7796356082, propagate_forward_time: 31.6265907288, propagate_backward_time: 45.3156471252, weight_update_time: 0.1486791521, other_time: 2.6479187012
epoch time: 6.9113836288s, input_fired_time: 0.1012438238, output_fired_time: 0.0000000000, propagate_forward_time: 6.3527479172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4573917389
validation[          , genome  4427] predictions:    9607/  10000 (96.07%), best:    9632/10000 (96.32%), error:      1260.75659, best error:      1221.40564 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 82.1792373657s, input_fired_time: 0.8077326417, output_fired_time: 0.7855209708, propagate_forward_time: 32.0527229309, propagate_backward_time: 45.8651771545, weight_update_time: 0.1498615295, other_time: 2.6680831909
epoch time: 6.9654774666s, input_fired_time: 0.1040280312, output_fired_time: 0.0000000000, propagate_forward_time: 6.3847050667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767441750
validation[          , genome  4427] predictions:    9581/  10000 (95.81%), best:    9632/10000 (96.32%), error:      1398.64807, best error:      1221.40564 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 81.5555953979s, input_fired_time: 0.8047797680, output_fired_time: 0.7864973545, propagate_forward_time: 31.7922000885, propagate_backward_time: 45.5341606140, weight_update_time: 0.1480413526, other_time: 2.6379585266
epoch time: 6.9999508858s, input_fired_time: 0.1024475843, output_fired_time: 0.0000000000, propagate_forward_time: 6.4294137955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680895805
validation[          , genome  4427] predictions:    9542/  10000 (95.42%), best:    9632/10000 (96.32%), error:      1480.90076, best error:      1221.40564 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 82.1721267700s, input_fired_time: 0.7998229265, output_fired_time: 0.7885231972, propagate_forward_time: 31.9505023956, propagate_backward_time: 45.9869537354, weight_update_time: 0.1487889290, other_time: 2.6463317871
epoch time: 7.0849633217s, input_fired_time: 0.1039044410, output_fired_time: 0.0000000000, propagate_forward_time: 6.5168852806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641737938
validation[          , genome  4427] predictions:    9616/  10000 (96.16%), best:    9632/10000 (96.32%), error:      1267.71997, best error:      1221.40564 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 78.9654388428s, input_fired_time: 0.7955666780, output_fired_time: 0.7739791870, propagate_forward_time: 30.3852348328, propagate_backward_time: 44.3262443542, weight_update_time: 0.1461015195, other_time: 2.6844100952
epoch time: 7.1014900208s, input_fired_time: 0.1026640609, output_fired_time: 0.0000000000, propagate_forward_time: 6.5389351845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598908424
validation[          , genome  4427] predictions:    9627/  10000 (96.27%), best:    9632/10000 (96.32%), error:      1242.58997, best error:      1221.40564 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 81.7603073120s, input_fired_time: 0.8148450851, output_fired_time: 0.7880673409, propagate_forward_time: 31.8863296509, propagate_backward_time: 45.6278152466, weight_update_time: 0.1495511532, other_time: 2.6432495117
epoch time: 6.9315419197s, input_fired_time: 0.1020789668, output_fired_time: 0.0000000000, propagate_forward_time: 6.3634772301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4659857750
validation[          , genome  4427] predictions:    9616/  10000 (96.16%), best:    9632/10000 (96.32%), error:      1257.92773, best error:      1221.40564 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 81.3255004883s, input_fired_time: 0.7990063429, output_fired_time: 0.7852646112, propagate_forward_time: 31.7125129700, propagate_backward_time: 45.4389228821, weight_update_time: 0.1480578184, other_time: 2.5897979736
epoch time: 7.1957540512s, input_fired_time: 0.1086302474, output_fired_time: 0.0000000000, propagate_forward_time: 6.5916161537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955077171
validation[          , genome  4427] predictions:    9597/  10000 (95.97%), best:    9632/10000 (96.32%), error:      1333.80945, best error:      1221.40564 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 81.8892059326s, input_fired_time: 0.8165611625, output_fired_time: 0.7887121439, propagate_forward_time: 31.9386138916, propagate_backward_time: 45.6655616760, weight_update_time: 0.1484465599, other_time: 2.6797599792
epoch time: 7.0107264519s, input_fired_time: 0.1022172943, output_fired_time: 0.0000000000, propagate_forward_time: 6.4492130280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592962265
validation[          , genome  4427] predictions:    9616/  10000 (96.16%), best:    9632/10000 (96.32%), error:      1255.62549, best error:      1221.40564 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 82.5228729248s, input_fired_time: 0.8178581595, output_fired_time: 0.7976019979, propagate_forward_time: 32.0753364563, propagate_backward_time: 46.1279296875, weight_update_time: 0.1539988965, other_time: 2.7041511536
epoch time: 6.9774789810s, input_fired_time: 0.1039704978, output_fired_time: 0.0000000000, propagate_forward_time: 6.4065980911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669103622
validation[          , genome  4427] predictions:    9588/  10000 (95.88%), best:    9632/10000 (96.32%), error:      1324.46484, best error:      1221.40564 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 79.6996002197s, input_fired_time: 0.8021527529, output_fired_time: 0.7719784379, propagate_forward_time: 30.9620609283, propagate_backward_time: 44.5216026306, weight_update_time: 0.1458984464, other_time: 2.6418037415
epoch time: 6.9895682335s, input_fired_time: 0.1043454036, output_fired_time: 0.0000000000, propagate_forward_time: 6.4093842506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758386612
validation[          , genome  4427] predictions:    9614/  10000 (96.14%), best:    9632/10000 (96.32%), error:      1230.75330, best error:      1221.40564 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 82.1405639648s, input_fired_time: 0.8174067140, output_fired_time: 0.7926425934, propagate_forward_time: 31.9370861053, propagate_backward_time: 45.8848228455, weight_update_time: 0.1513629258, other_time: 2.7086067200
epoch time: 7.0427002907s, input_fired_time: 0.1048211902, output_fired_time: 0.0000000000, propagate_forward_time: 6.4709825516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668965340
validation[          , genome  4427] predictions:    9620/  10000 (96.20%), best:    9632/10000 (96.32%), error:      1271.22803, best error:      1221.40564 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 80.6626586914s, input_fired_time: 0.8046414256, output_fired_time: 0.7825632691, propagate_forward_time: 31.2131938934, propagate_backward_time: 45.1910629272, weight_update_time: 0.1498391181, other_time: 2.6711959839
epoch time: 7.0007624626s, input_fired_time: 0.1037071198, output_fired_time: 0.0000000000, propagate_forward_time: 6.4159345627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811205864
validation[          , genome  4427] predictions:    9558/  10000 (95.58%), best:    9632/10000 (96.32%), error:      1382.45972, best error:      1221.40564 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 81.5354385376s, input_fired_time: 0.8074210882, output_fired_time: 0.7833557129, propagate_forward_time: 31.6931324005, propagate_backward_time: 45.5850334167, weight_update_time: 0.1492102891, other_time: 2.6665000916
epoch time: 7.0056118965s, input_fired_time: 0.1055174842, output_fired_time: 0.0000000000, propagate_forward_time: 6.4101047516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4899897575
validation[          , genome  4427] predictions:    9607/  10000 (96.07%), best:    9632/10000 (96.32%), error:      1259.95776, best error:      1221.40564 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 82.6709442139s, input_fired_time: 0.8121910095, output_fired_time: 0.7942223549, propagate_forward_time: 32.2403259277, propagate_backward_time: 46.1673164368, weight_update_time: 0.1507045627, other_time: 2.6568870544
epoch time: 6.9399776459s, input_fired_time: 0.1053304300, output_fired_time: 0.0000000000, propagate_forward_time: 6.3505921364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840550423
validation[          , genome  4427] predictions:    9579/  10000 (95.79%), best:    9632/10000 (96.32%), error:      1333.13770, best error:      1221.40564 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 81.2825317383s, input_fired_time: 0.8170226812, output_fired_time: 0.7852492332, propagate_forward_time: 31.6473827362, propagate_backward_time: 45.3657531738, weight_update_time: 0.1495909989, other_time: 2.6671218872
epoch time: 7.0635328293s, input_fired_time: 0.1056134626, output_fired_time: 0.0000000000, propagate_forward_time: 6.4958119392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621076584
validation[          , genome  4427] predictions:    9585/  10000 (95.85%), best:    9632/10000 (96.32%), error:      1340.94263, best error:      1221.40564 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 82.8912658691s, input_fired_time: 0.8284987211, output_fired_time: 0.7951085567, propagate_forward_time: 32.2362213135, propagate_backward_time: 46.3480720520, weight_update_time: 0.1502717286, other_time: 2.6833686829
epoch time: 6.8164119720s, input_fired_time: 0.1036598608, output_fired_time: 0.0000000000, propagate_forward_time: 6.2511138916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616384506
validation[          , genome  4427] predictions:    9585/  10000 (95.85%), best:    9632/10000 (96.32%), error:      1313.69397, best error:      1221.40564 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 81.8150787354s, input_fired_time: 0.8078048229, output_fired_time: 0.7860922813, propagate_forward_time: 31.8828163147, propagate_backward_time: 45.7277183533, weight_update_time: 0.1480060667, other_time: 2.6106414795
epoch time: 7.1148514748s, input_fired_time: 0.1068783253, output_fired_time: 0.0000000000, propagate_forward_time: 6.5302963257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776768684
validation[          , genome  4427] predictions:    9586/  10000 (95.86%), best:    9632/10000 (96.32%), error:      1362.09839, best error:      1221.40564 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 82.1729888916s, input_fired_time: 0.8191584349, output_fired_time: 0.7895991802, propagate_forward_time: 31.9403152466, propagate_backward_time: 45.9551391602, weight_update_time: 0.1491144150, other_time: 2.6687774658
epoch time: 6.7802462578s, input_fired_time: 0.1035879925, output_fired_time: 0.0000000000, propagate_forward_time: 6.2067255974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699325562
validation[          , genome  4427] predictions:    9610/  10000 (96.10%), best:    9632/10000 (96.32%), error:      1276.02637, best error:      1221.40564 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 82.0520706177s, input_fired_time: 0.8141904473, output_fired_time: 0.7904886007, propagate_forward_time: 31.9357013702, propagate_backward_time: 45.8697700500, weight_update_time: 0.1490732729, other_time: 2.6419181824
epoch time: 7.1275391579s, input_fired_time: 0.1090122685, output_fired_time: 0.0000000000, propagate_forward_time: 6.5417785645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767484665
validation[          , genome  4427] predictions:    9600/  10000 (96.00%), best:    9632/10000 (96.32%), error:      1316.18823, best error:      1221.40564 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 84.3864288330s, input_fired_time: 0.8212090731, output_fired_time: 0.7922586203, propagate_forward_time: 32.0094528198, propagate_backward_time: 48.0956268311, weight_update_time: 0.1498896629, other_time: 2.6678771973
epoch time: 6.9761743546s, input_fired_time: 0.1034544781, output_fired_time: 0.0000000000, propagate_forward_time: 6.4140911102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586286545
validation[          , genome  4427] predictions:    9574/  10000 (95.74%), best:    9632/10000 (96.32%), error:      1366.07727, best error:      1221.40564 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 81.9393005371s, input_fired_time: 0.8158203363, output_fired_time: 0.7881606817, propagate_forward_time: 31.8910579681, propagate_backward_time: 45.7714805603, weight_update_time: 0.1504599750, other_time: 2.6727790833
epoch time: 7.3027887344s, input_fired_time: 0.1133206934, output_fired_time: 0.0000000000, propagate_forward_time: 6.6886606216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008072853
validation[          , genome  4427] predictions:    9587/  10000 (95.87%), best:    9632/10000 (96.32%), error:      1306.22498, best error:      1221.40564 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 82.0467300415s, input_fired_time: 0.8177471757, output_fired_time: 0.7898517251, propagate_forward_time: 31.9542598724, propagate_backward_time: 45.8084144592, weight_update_time: 0.1501351297, other_time: 2.6764564514
epoch time: 7.0900630951s, input_fired_time: 0.1077495962, output_fired_time: 0.0000000000, propagate_forward_time: 6.5074286461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748849869
validation[          , genome  4427] predictions:    9624/  10000 (96.24%), best:    9632/10000 (96.32%), error:      1231.56812, best error:      1221.40564 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 82.0354690552s, input_fired_time: 0.8110741377, output_fired_time: 0.7902618647, propagate_forward_time: 31.9701004028, propagate_backward_time: 45.8632240295, weight_update_time: 0.1495989561, other_time: 2.6008110046
epoch time: 7.0410208702s, input_fired_time: 0.1057401821, output_fired_time: 0.0000000000, propagate_forward_time: 6.4750061035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602746964
validation[          , genome  4427] predictions:    9612/  10000 (96.12%), best:    9632/10000 (96.32%), error:      1261.29224, best error:      1221.40564 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 79.1772613525s, input_fired_time: 0.7985592484, output_fired_time: 0.7671602964, propagate_forward_time: 30.7124366760, propagate_backward_time: 44.2630767822, weight_update_time: 0.1458452791, other_time: 2.6360282898
epoch time: 6.8168358803s, input_fired_time: 0.1063244492, output_fired_time: 0.0000000000, propagate_forward_time: 6.1973862648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131249428
validation[          , genome  4427] predictions:    9590/  10000 (95.90%), best:    9632/10000 (96.32%), error:      1305.90820, best error:      1221.40564 on epoch:    76, 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: 34.1771240234s, input_fired_time: 0.5202779174, output_fired_time: 0.0000000000, propagate_forward_time: 31.1223220825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5345230103
best training[          , genome  4427] predictions:   48944/  50000 (97.89%), best:    9632/10000 (96.32%), error:      3820.27734, best error:      1221.40564 on epoch:    76, 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: 6.7856550217s, input_fired_time: 0.1036241502, output_fired_time: 0.0000000000, propagate_forward_time: 6.2087550163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732756615
   testing[          , genome  4427] predictions:    9692/  10000 (96.92%), best:    9632/10000 (96.32%), error:      1082.78271, best error:      1221.40564 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:59:22 (3968): called boinc_finish(0)

</stderr_txt>
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