Nameexact_genome_1512568488_42_6803_1
Workunit2605240
Created7 Dec 2017, 21:58:26 UTC
Sent7 Dec 2017, 22:04:23 UTC
Report deadline12 Dec 2017, 21:24:17 UTC
Received8 Dec 2017, 10:05:02 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time2 hours 42 min 37 sec
CPU time2 hours 40 min 28 sec
Validate stateValid
Credit1,243.04
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size155.13 MB
Peak swap size156.26 MB
Peak disk usage1.62 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 86.2101593018s, input_fired_time: 1.3401250839, output_fired_time: 0.9959689975, propagate_forward_time: 31.8768577576, propagate_backward_time: 48.3826026917, weight_update_time: 0.1953517795, other_time: 3.6146011353
epoch time: 7.1042866707s, input_fired_time: 0.1573832631, output_fired_time: 0.0000000000, propagate_forward_time: 6.3137674332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6331357956
validation[          , genome  6803] predictions:    9618/  10000 (96.18%), best:    9673/10000 (96.73%), error:      1190.69141, best error:       998.84753 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 86.9768524170s, input_fired_time: 1.3738299608, output_fired_time: 0.9982766509, propagate_forward_time: 32.2831726074, propagate_backward_time: 48.7267150879, weight_update_time: 0.1933597177, other_time: 3.5948562622
epoch time: 7.1711425781s, input_fired_time: 0.1493101269, output_fired_time: 0.0000000000, propagate_forward_time: 6.3725895882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6492428780
validation[          , genome  6803] predictions:    9623/  10000 (96.23%), best:    9673/10000 (96.73%), error:      1234.40796, best error:       998.84753 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 86.6005630493s, input_fired_time: 1.3438360691, output_fired_time: 0.9940122366, propagate_forward_time: 31.8653221130, propagate_backward_time: 48.7819366455, weight_update_time: 0.1911594272, other_time: 3.6154594421
epoch time: 7.3112769127s, input_fired_time: 0.1860776395, output_fired_time: 0.0000000000, propagate_forward_time: 6.4707159996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6544833183
validation[          , genome  6803] predictions:    9677/  10000 (96.77%), best:    9673/10000 (96.73%), error:      1039.27222, best error:       998.84753 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 87.5670471191s, input_fired_time: 1.3544187546, output_fired_time: 1.0734287500, propagate_forward_time: 32.1233329773, propagate_backward_time: 49.4188690186, weight_update_time: 0.1953496784, other_time: 3.5970039368
epoch time: 7.1093544960s, input_fired_time: 0.1557061374, output_fired_time: 0.0000000000, propagate_forward_time: 6.3239841461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296644211
validation[          , genome  6803] predictions:    9677/  10000 (96.77%), best:    9673/10000 (96.73%), error:      1061.30127, best error:       998.84753 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 87.1409072876s, input_fired_time: 1.3749639988, output_fired_time: 0.9945291281, propagate_forward_time: 31.7883453369, propagate_backward_time: 49.3707427979, weight_update_time: 0.2007881403, other_time: 3.6123275757
epoch time: 7.1418004036s, input_fired_time: 0.1558988690, output_fired_time: 0.0000000000, propagate_forward_time: 6.3593673706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6265339851
validation[          , genome  6803] predictions:    9657/  10000 (96.57%), best:    9673/10000 (96.73%), error:      1132.38074, best error:       998.84753 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 87.2076110840s, input_fired_time: 1.3578503132, output_fired_time: 0.9904775620, propagate_forward_time: 31.7703914642, propagate_backward_time: 49.4363136292, weight_update_time: 0.2223935276, other_time: 3.6525764465
epoch time: 7.1109914780s, input_fired_time: 0.1514726132, output_fired_time: 0.0000000000, propagate_forward_time: 6.3167991638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6427197456
validation[          , genome  6803] predictions:    9595/  10000 (95.95%), best:    9673/10000 (96.73%), error:      1338.52478, best error:       998.84753 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 87.3821258545s, input_fired_time: 1.3521212339, output_fired_time: 0.9904722571, propagate_forward_time: 31.8199386597, propagate_backward_time: 49.6222991943, weight_update_time: 0.2089676708, other_time: 3.5972976685
epoch time: 7.1461396217s, input_fired_time: 0.1482542157, output_fired_time: 0.0000000000, propagate_forward_time: 6.3696327209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6282525063
validation[          , genome  6803] predictions:    9592/  10000 (95.92%), best:    9673/10000 (96.73%), error:      1260.29797, best error:       998.84753 on epoch:    10, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 87.7664794922s, input_fired_time: 1.3909560442, output_fired_time: 1.0201148987, propagate_forward_time: 31.9154071808, propagate_backward_time: 49.7793464661, weight_update_time: 0.2131836712, other_time: 3.6606559753
epoch time: 7.1277747154s, input_fired_time: 0.1527469605, output_fired_time: 0.0000000000, propagate_forward_time: 6.3392167091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6358108521
validation[          , genome  6803] predictions:    9573/  10000 (95.73%), best:    9673/10000 (96.73%), error:      1424.35193, best error:       998.84753 on epoch:    10, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 87.7654800415s, input_fired_time: 1.3611482382, output_fired_time: 1.0143690109, propagate_forward_time: 31.8834075928, propagate_backward_time: 49.8775672913, weight_update_time: 0.2208800465, other_time: 3.6289939880
epoch time: 7.1285057068s, input_fired_time: 0.1529626101, output_fired_time: 0.0000000000, propagate_forward_time: 6.3415312767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6340117455
validation[          , genome  6803] predictions:    9598/  10000 (95.98%), best:    9673/10000 (96.73%), error:      1268.26770, best error:       998.84753 on epoch:    10, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 88.4436645508s, input_fired_time: 1.3571834564, output_fired_time: 0.9932661057, propagate_forward_time: 32.1203155518, propagate_backward_time: 50.3023986816, weight_update_time: 0.2468836159, other_time: 3.6705017090
epoch time: 7.2025470734s, input_fired_time: 0.1587786973, output_fired_time: 0.0000000000, propagate_forward_time: 6.4151268005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6286416054
validation[          , genome  6803] predictions:    9690/  10000 (96.90%), best:    9673/10000 (96.73%), error:      1032.13940, best error:       998.84753 on epoch:    10, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 88.1684417725s, input_fired_time: 1.3495469093, output_fired_time: 0.9842534065, propagate_forward_time: 31.8718605042, propagate_backward_time: 50.3328094482, weight_update_time: 0.2421379238, other_time: 3.6299705505
epoch time: 7.2096304893s, input_fired_time: 0.1532058269, output_fired_time: 0.0000000000, propagate_forward_time: 6.4315905571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6248340607
validation[          , genome  6803] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       981.69623, best error:       981.69623 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 88.4520034790s, input_fired_time: 1.3539872169, output_fired_time: 1.0006160736, propagate_forward_time: 32.1082687378, propagate_backward_time: 50.2252388000, weight_update_time: 0.3275327384, other_time: 3.7638893127
epoch time: 7.1457915306s, input_fired_time: 0.1625560820, output_fired_time: 0.0000000000, propagate_forward_time: 6.3580460548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6251893044
validation[          , genome  6803] predictions:    9671/  10000 (96.71%), best:    9706/10000 (97.06%), error:      1051.98010, best error:       981.69623 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 88.4009170532s, input_fired_time: 1.3785578012, output_fired_time: 0.9997788668, propagate_forward_time: 31.9603061676, propagate_backward_time: 50.3636856079, weight_update_time: 0.2698516548, other_time: 3.6985931396
epoch time: 7.1948885918s, input_fired_time: 0.1568216234, output_fired_time: 0.0000000000, propagate_forward_time: 6.4048304558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6332364082
validation[          , genome  6803] predictions:    9603/  10000 (96.03%), best:    9706/10000 (97.06%), error:      1270.76965, best error:       981.69623 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 88.5740127563s, input_fired_time: 1.3664076328, output_fired_time: 0.9812265635, propagate_forward_time: 31.9480571747, propagate_backward_time: 50.5679855347, weight_update_time: 0.2844153643, other_time: 3.7103347778
epoch time: 7.2850484848s, input_fired_time: 0.1514091343, output_fired_time: 0.0000000000, propagate_forward_time: 6.4475264549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6861128807
validation[          , genome  6803] predictions:    9637/  10000 (96.37%), best:    9706/10000 (97.06%), error:      1184.72668, best error:       981.69623 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 88.9284896851s, input_fired_time: 1.3818222284, output_fired_time: 1.0030136108, propagate_forward_time: 32.0179634094, propagate_backward_time: 50.7537231445, weight_update_time: 0.3056463599, other_time: 3.7719688416
epoch time: 7.2006607056s, input_fired_time: 0.1521302760, output_fired_time: 0.0000000000, propagate_forward_time: 6.4067621231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6417684555
validation[          , genome  6803] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       976.10657, best error:       976.10657 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 88.6364898682s, input_fired_time: 1.3787876368, output_fired_time: 1.0535594225, propagate_forward_time: 31.9246006012, propagate_backward_time: 50.5646400452, weight_update_time: 0.3109339774, other_time: 3.7149085999
epoch time: 7.2427406311s, input_fired_time: 0.1485147923, output_fired_time: 0.0000000000, propagate_forward_time: 6.4605889320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6336369514
validation[          , genome  6803] predictions:    9706/  10000 (97.06%), best:    9699/10000 (96.99%), error:       996.72986, best error:       976.10657 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 89.1819763184s, input_fired_time: 1.4228152037, output_fired_time: 0.9890109897, propagate_forward_time: 31.9880275726, propagate_backward_time: 51.0660934448, weight_update_time: 0.3265525699, other_time: 3.7160263062
epoch time: 7.1881799698s, input_fired_time: 0.1588513255, output_fired_time: 0.0000000000, propagate_forward_time: 6.3947243690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6346044540
validation[          , genome  6803] predictions:    9665/  10000 (96.65%), best:    9699/10000 (96.99%), error:      1072.24731, best error:       976.10657 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 89.3737945557s, input_fired_time: 1.3544558287, output_fired_time: 0.9970180988, propagate_forward_time: 32.1564445496, propagate_backward_time: 51.1159744263, weight_update_time: 0.3341466784, other_time: 3.7499046326
epoch time: 7.2019834518s, input_fired_time: 0.1513664126, output_fired_time: 0.0000000000, propagate_forward_time: 6.4046254158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6459918022
validation[          , genome  6803] predictions:    9691/  10000 (96.91%), best:    9699/10000 (96.99%), error:       978.50977, best error:       976.10657 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 89.2777481079s, input_fired_time: 1.4139397144, output_fired_time: 0.9839637280, propagate_forward_time: 32.0772590637, propagate_backward_time: 51.0771751404, weight_update_time: 0.3433663249, other_time: 3.7254104614
epoch time: 7.1274456978s, input_fired_time: 0.1487946957, output_fired_time: 0.0000000000, propagate_forward_time: 6.3329734802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6456775665
validation[          , genome  6803] predictions:    9713/  10000 (97.13%), best:    9699/10000 (96.99%), error:       990.64832, best error:       976.10657 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 89.1137237549s, input_fired_time: 1.3498401642, output_fired_time: 0.9856661558, propagate_forward_time: 32.0434761047, propagate_backward_time: 50.9797744751, weight_update_time: 0.3530977964, other_time: 3.7549705505
epoch time: 7.2073159218s, input_fired_time: 0.1481331438, output_fired_time: 0.0000000000, propagate_forward_time: 6.4142498970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6449327469
validation[          , genome  6803] predictions:    9655/  10000 (96.55%), best:    9699/10000 (96.99%), error:      1077.19006, best error:       976.10657 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 89.4156875610s, input_fired_time: 1.3564118147, output_fired_time: 0.9907728434, propagate_forward_time: 31.9241619110, propagate_backward_time: 51.3529129028, weight_update_time: 0.3591585159, other_time: 3.7914199829
epoch time: 7.1856598854s, input_fired_time: 0.1602344066, output_fired_time: 0.0000000000, propagate_forward_time: 6.3986587524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6267666817
validation[          , genome  6803] predictions:    9643/  10000 (96.43%), best:    9699/10000 (96.99%), error:      1132.89661, best error:       976.10657 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 89.5727386475s, input_fired_time: 1.3851108551, output_fired_time: 0.9869742990, propagate_forward_time: 32.0103874207, propagate_backward_time: 51.3638267517, weight_update_time: 0.3721933365, other_time: 3.8264389038
epoch time: 7.1640310287s, input_fired_time: 0.1488290429, output_fired_time: 0.0000000000, propagate_forward_time: 6.3911499977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6240520477
validation[          , genome  6803] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       965.43396, best error:       965.43396 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 89.2951202393s, input_fired_time: 1.3534618616, output_fired_time: 0.9921911955, propagate_forward_time: 31.9401416779, propagate_backward_time: 51.1893196106, weight_update_time: 0.3684613407, other_time: 3.8200111389
epoch time: 7.1573753357s, input_fired_time: 0.1613320857, output_fired_time: 0.0000000000, propagate_forward_time: 6.3569660187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6390771866
validation[          , genome  6803] predictions:    9647/  10000 (96.47%), best:    9703/10000 (97.03%), error:      1139.47327, best error:       965.43396 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 89.5239334106s, input_fired_time: 1.3736538887, output_fired_time: 0.9947922826, propagate_forward_time: 31.8855438232, propagate_backward_time: 51.4412841797, weight_update_time: 0.3670308292, other_time: 3.8286590576
epoch time: 7.2186498642s, input_fired_time: 0.1508556455, output_fired_time: 0.0000000000, propagate_forward_time: 6.4192161560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6485781670
validation[          , genome  6803] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       922.96637, best error:       922.96637 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 90.1692962646s, input_fired_time: 1.3475224972, output_fired_time: 1.0096825361, propagate_forward_time: 32.3288574219, propagate_backward_time: 51.6995620728, weight_update_time: 0.3731578887, other_time: 3.7836761475
epoch time: 7.1700406075s, input_fired_time: 0.1595561206, output_fired_time: 0.0000000000, propagate_forward_time: 6.3832249641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6272597313
validation[          , genome  6803] predictions:    9692/  10000 (96.92%), best:    9725/10000 (97.25%), error:      1043.98547, best error:       922.96637 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 89.4111251831s, input_fired_time: 1.3844951391, output_fired_time: 1.0028457642, propagate_forward_time: 31.9253692627, propagate_backward_time: 51.2953910828, weight_update_time: 0.3660064936, other_time: 3.8030204773
epoch time: 7.1809949875s, input_fired_time: 0.1520306468, output_fired_time: 0.0000000000, propagate_forward_time: 6.3874597549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6415047646
validation[          , genome  6803] predictions:    9639/  10000 (96.39%), best:    9725/10000 (97.25%), error:      1195.82068, best error:       922.96637 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 89.4028015137s, input_fired_time: 1.4017602205, output_fired_time: 1.0150413513, propagate_forward_time: 31.7838706970, propagate_backward_time: 51.3678588867, weight_update_time: 0.3650506139, other_time: 3.8342628479
epoch time: 7.1363239288s, input_fired_time: 0.1505003124, output_fired_time: 0.0000000000, propagate_forward_time: 6.3568363190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6289873123
validation[          , genome  6803] predictions:    9621/  10000 (96.21%), best:    9725/10000 (97.25%), error:      1173.06177, best error:       922.96637 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 89.5695724487s, input_fired_time: 1.4094201326, output_fired_time: 1.0477277040, propagate_forward_time: 31.8169536591, propagate_backward_time: 51.4908676147, weight_update_time: 0.3864555359, other_time: 3.8045959473
epoch time: 7.2130970955s, input_fired_time: 0.1511617005, output_fired_time: 0.0000000000, propagate_forward_time: 6.4223918915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6395435333
validation[          , genome  6803] predictions:    9653/  10000 (96.53%), best:    9725/10000 (97.25%), error:      1153.60657, best error:       922.96637 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 89.5907363892s, input_fired_time: 1.3634488583, output_fired_time: 0.9937333465, propagate_forward_time: 32.0311775208, propagate_backward_time: 51.4391937256, weight_update_time: 0.3637719452, other_time: 3.7631797791
epoch time: 7.1721777916s, input_fired_time: 0.1543786228, output_fired_time: 0.0000000000, propagate_forward_time: 6.3817644119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6360349655
validation[          , genome  6803] predictions:    9703/  10000 (97.03%), best:    9725/10000 (97.25%), error:       936.17474, best error:       922.96637 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 89.7542419434s, input_fired_time: 1.3527402878, output_fired_time: 0.9884377718, propagate_forward_time: 31.9769859314, propagate_backward_time: 51.6595306396, weight_update_time: 0.3654456735, other_time: 3.7765464783
epoch time: 7.2431950569s, input_fired_time: 0.2337318957, output_fired_time: 0.0000000000, propagate_forward_time: 6.3633885384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6460747719
validation[          , genome  6803] predictions:    9702/  10000 (97.02%), best:    9725/10000 (97.25%), error:       995.30139, best error:       922.96637 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 90.9312210083s, input_fired_time: 1.4207965136, output_fired_time: 0.9927446842, propagate_forward_time: 32.5468482971, propagate_backward_time: 52.0756568909, weight_update_time: 0.3945126235, other_time: 3.8951721191
epoch time: 7.4036564827s, input_fired_time: 0.1544860601, output_fired_time: 0.0000000000, propagate_forward_time: 6.4095306396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8396396637
validation[          , genome  6803] predictions:    9688/  10000 (96.88%), best:    9725/10000 (97.25%), error:      1037.95801, best error:       922.96637 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 90.1066818237s, input_fired_time: 1.3680526018, output_fired_time: 1.0002392530, propagate_forward_time: 32.0955886841, propagate_backward_time: 51.8488235474, weight_update_time: 0.3698367178, other_time: 3.7939834595
epoch time: 7.4034166336s, input_fired_time: 0.1552466899, output_fired_time: 0.0000000000, propagate_forward_time: 6.5915994644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6565704346
validation[          , genome  6803] predictions:    9656/  10000 (96.56%), best:    9725/10000 (97.25%), error:      1104.46411, best error:       922.96637 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 89.9263076782s, input_fired_time: 1.3568623066, output_fired_time: 0.9904548526, propagate_forward_time: 32.0428619385, propagate_backward_time: 51.7404594421, weight_update_time: 0.3755684495, other_time: 3.7956657410
epoch time: 7.2438702583s, input_fired_time: 0.1590865254, output_fired_time: 0.0000000000, propagate_forward_time: 6.4387469292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6460366249
validation[          , genome  6803] predictions:    9656/  10000 (96.56%), best:    9725/10000 (97.25%), error:      1090.97168, best error:       922.96637 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 90.1626129150s, input_fired_time: 1.3919867277, output_fired_time: 1.0077977180, propagate_forward_time: 32.0369758606, propagate_backward_time: 51.9301490784, weight_update_time: 0.3694567680, other_time: 3.7957077026
epoch time: 7.1212925911s, input_fired_time: 0.1547790468, output_fired_time: 0.0000000000, propagate_forward_time: 6.3284525871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6380610466
validation[          , genome  6803] predictions:    9662/  10000 (96.62%), best:    9725/10000 (97.25%), error:      1095.14209, best error:       922.96637 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 89.8943481445s, input_fired_time: 1.3598662615, output_fired_time: 1.0016777515, propagate_forward_time: 31.9664688110, propagate_backward_time: 51.6731719971, weight_update_time: 0.3644074500, other_time: 3.8931655884
epoch time: 7.2264060974s, input_fired_time: 0.1568612158, output_fired_time: 0.0000000000, propagate_forward_time: 6.4228367805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6467080116
validation[          , genome  6803] predictions:    9623/  10000 (96.23%), best:    9725/10000 (97.25%), error:      1170.19995, best error:       922.96637 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 89.9813690186s, input_fired_time: 1.3888170719, output_fired_time: 1.0006593466, propagate_forward_time: 31.8738079071, propagate_backward_time: 51.9548339844, weight_update_time: 0.3639040589, other_time: 3.7632522583
epoch time: 7.1501426697s, input_fired_time: 0.1514703482, output_fired_time: 0.0000000000, propagate_forward_time: 6.3653845787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6332879066
validation[          , genome  6803] predictions:    9674/  10000 (96.74%), best:    9725/10000 (97.25%), error:      1062.10840, best error:       922.96637 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 90.1398925781s, input_fired_time: 1.3770997524, output_fired_time: 0.9937229156, propagate_forward_time: 32.1517219543, propagate_backward_time: 51.7957267761, weight_update_time: 0.4010016620, other_time: 3.8216247559
epoch time: 7.1849822998s, input_fired_time: 0.1537663639, output_fired_time: 0.0000000000, propagate_forward_time: 6.3830661774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6481499672
validation[          , genome  6803] predictions:    9662/  10000 (96.62%), best:    9725/10000 (97.25%), error:      1114.16040, best error:       922.96637 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 90.0244293213s, input_fired_time: 1.3614234924, output_fired_time: 0.9858734012, propagate_forward_time: 31.9511413574, propagate_backward_time: 51.9535255432, weight_update_time: 0.3729690015, other_time: 3.7724723816
epoch time: 7.2526054382s, input_fired_time: 0.1546141356, output_fired_time: 0.0000000000, propagate_forward_time: 6.4199094772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6780819893
validation[          , genome  6803] predictions:    9716/  10000 (97.16%), best:    9725/10000 (97.25%), error:       931.42999, best error:       922.96637 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 89.6232528687s, input_fired_time: 1.3599683046, output_fired_time: 1.0002247095, propagate_forward_time: 31.9033527374, propagate_backward_time: 51.5182228088, weight_update_time: 0.3673681617, other_time: 3.8414878845
epoch time: 7.0711493492s, input_fired_time: 0.1486719251, output_fired_time: 0.0000000000, propagate_forward_time: 6.3003468513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6221303940
validation[          , genome  6803] predictions:    9640/  10000 (96.40%), best:    9725/10000 (97.25%), error:      1211.18091, best error:       922.96637 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 89.9382934570s, input_fired_time: 1.3622716665, output_fired_time: 0.9964446425, propagate_forward_time: 31.9578399658, propagate_backward_time: 51.8314361572, weight_update_time: 0.3694829345, other_time: 3.7902984619
epoch time: 7.1823229790s, input_fired_time: 0.1565319598, output_fired_time: 0.0000000000, propagate_forward_time: 6.3720011711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6537899971
validation[          , genome  6803] predictions:    9674/  10000 (96.74%), best:    9725/10000 (97.25%), error:      1078.03979, best error:       922.96637 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 90.0672607422s, input_fired_time: 1.3847426176, output_fired_time: 1.0005452633, propagate_forward_time: 31.9919528961, propagate_backward_time: 51.9102783203, weight_update_time: 0.3666255772, other_time: 3.7797470093
epoch time: 7.1615624428s, input_fired_time: 0.1627424806, output_fired_time: 0.0000000000, propagate_forward_time: 6.3422880173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6565318108
validation[          , genome  6803] predictions:    9702/  10000 (97.02%), best:    9725/10000 (97.25%), error:       957.04834, best error:       922.96637 on epoch:    37, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 90.1904373169s, input_fired_time: 1.3799158335, output_fired_time: 1.0061607361, propagate_forward_time: 32.0040245056, propagate_backward_time: 52.0044746399, weight_update_time: 0.3687892556, other_time: 3.7958679199
epoch time: 7.2458715439s, input_fired_time: 0.2034413815, output_fired_time: 0.0000000000, propagate_forward_time: 6.4032120705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6392178535
validation[          , genome  6803] predictions:    9706/  10000 (97.06%), best:    9725/10000 (97.25%), error:       968.04407, best error:       922.96637 on epoch:    37, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 89.9613800049s, input_fired_time: 1.3622726202, output_fired_time: 1.0026962757, propagate_forward_time: 31.8280525208, propagate_backward_time: 51.9830703735, weight_update_time: 0.3642849326, other_time: 3.7852897644
epoch time: 7.1369791031s, input_fired_time: 0.1517874599, output_fired_time: 0.0000000000, propagate_forward_time: 6.3436751366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6415166855
validation[          , genome  6803] predictions:    9596/  10000 (95.96%), best:    9725/10000 (97.25%), error:      1320.84131, best error:       922.96637 on epoch:    37, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 90.1409835815s, input_fired_time: 1.3649561405, output_fired_time: 0.9980874062, propagate_forward_time: 31.9048709869, propagate_backward_time: 52.0706634521, weight_update_time: 0.3645978570, other_time: 3.8024063110
epoch time: 7.3297920227s, input_fired_time: 0.1606055498, output_fired_time: 0.0000000000, propagate_forward_time: 6.5277280807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6414585114
validation[          , genome  6803] predictions:    9690/  10000 (96.90%), best:    9725/10000 (97.25%), error:      1008.26819, best error:       922.96637 on epoch:    37, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 90.4671936035s, input_fired_time: 1.4308965206, output_fired_time: 1.0324754715, propagate_forward_time: 31.9855461121, propagate_backward_time: 52.2204055786, weight_update_time: 0.3662651777, other_time: 3.7978706360
epoch time: 7.2174792290s, input_fired_time: 0.1559162587, output_fired_time: 0.0000000000, propagate_forward_time: 6.4069757462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6545872688
validation[          , genome  6803] predictions:    9602/  10000 (96.02%), best:    9725/10000 (97.25%), error:      1279.97437, best error:       922.96637 on epoch:    37, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 90.3780670166s, input_fired_time: 1.3704396486, output_fired_time: 0.9852530956, propagate_forward_time: 32.1985168457, propagate_backward_time: 51.9629859924, weight_update_time: 0.3692734838, other_time: 3.8608741760
epoch time: 7.2437324524s, input_fired_time: 0.1602218896, output_fired_time: 0.0000000000, propagate_forward_time: 6.4377059937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6458044052
validation[          , genome  6803] predictions:    9586/  10000 (95.86%), best:    9725/10000 (97.25%), error:      1338.10901, best error:       922.96637 on epoch:    37, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 89.8731231689s, input_fired_time: 1.3609968424, output_fired_time: 0.9954211116, propagate_forward_time: 31.8865127563, propagate_backward_time: 51.7989234924, weight_update_time: 0.3991574049, other_time: 3.8312644958
epoch time: 7.0802426338s, input_fired_time: 0.1510156989, output_fired_time: 0.0000000000, propagate_forward_time: 6.2920637131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6371631622
validation[          , genome  6803] predictions:    9706/  10000 (97.06%), best:    9725/10000 (97.25%), error:       980.04126, best error:       922.96637 on epoch:    37, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 90.0227279663s, input_fired_time: 1.3923583031, output_fired_time: 0.9862544537, propagate_forward_time: 31.7786540985, propagate_backward_time: 52.0676460266, weight_update_time: 0.3723382056, other_time: 3.7978172302
epoch time: 7.2170691490s, input_fired_time: 0.2004425377, output_fired_time: 0.0000000000, propagate_forward_time: 6.3837995529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6328272820
validation[          , genome  6803] predictions:    9718/  10000 (97.18%), best:    9725/10000 (97.25%), error:       962.14581, best error:       922.96637 on epoch:    37, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 90.1965637207s, input_fired_time: 1.3591099977, output_fired_time: 1.0156838894, propagate_forward_time: 31.9831695557, propagate_backward_time: 51.9473648071, weight_update_time: 0.3772874475, other_time: 3.8912353516
epoch time: 7.1159887314s, input_fired_time: 0.1517558694, output_fired_time: 0.0000000000, propagate_forward_time: 6.3205547333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6436781883
validation[          , genome  6803] predictions:    9692/  10000 (96.92%), best:    9725/10000 (97.25%), error:      1060.90417, best error:       922.96637 on epoch:    37, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 90.2803344727s, input_fired_time: 1.3780189753, output_fired_time: 0.9901214838, propagate_forward_time: 32.1076126099, propagate_backward_time: 52.0258979797, weight_update_time: 0.3679946959, other_time: 3.7786827087
epoch time: 7.1984977722s, input_fired_time: 0.1521132141, output_fired_time: 0.0000000000, propagate_forward_time: 6.3907423019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6556420326
validation[          , genome  6803] predictions:    9676/  10000 (96.76%), best:    9725/10000 (97.25%), error:      1028.01831, best error:       922.96637 on epoch:    37, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 90.2378234863s, input_fired_time: 1.3649063110, output_fired_time: 1.0037051439, propagate_forward_time: 32.1368942261, propagate_backward_time: 51.8674011230, weight_update_time: 0.3674616516, other_time: 3.8649139404
epoch time: 7.1693301201s, input_fired_time: 0.1553404331, output_fired_time: 0.0000000000, propagate_forward_time: 6.3815317154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324577332
validation[          , genome  6803] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       865.21826, best error:       865.21826 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 89.9867095947s, input_fired_time: 1.3683507442, output_fired_time: 0.9946432710, propagate_forward_time: 31.9954128265, propagate_backward_time: 51.7221450806, weight_update_time: 0.3815625608, other_time: 3.9061584473
epoch time: 7.1901292801s, input_fired_time: 0.1613113880, output_fired_time: 0.0000000000, propagate_forward_time: 6.3678021431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6610159874
validation[          , genome  6803] predictions:    9673/  10000 (96.73%), best:    9731/10000 (97.31%), error:      1079.59106, best error:       865.21826 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 90.3410339355s, input_fired_time: 1.3851326704, output_fired_time: 1.0202298164, propagate_forward_time: 32.0114517212, propagate_backward_time: 52.1110229492, weight_update_time: 0.3701637387, other_time: 3.8131942749
epoch time: 7.3118815422s, input_fired_time: 0.1531754434, output_fired_time: 0.0000000000, propagate_forward_time: 6.5290799141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296262741
validation[          , genome  6803] predictions:    9682/  10000 (96.82%), best:    9731/10000 (97.31%), error:       996.00940, best error:       865.21826 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 89.7598419189s, input_fired_time: 1.3860802650, output_fired_time: 1.0137771368, propagate_forward_time: 31.6940746307, propagate_backward_time: 51.7507400513, weight_update_time: 0.3686695993, other_time: 3.9151687622
epoch time: 7.1188158989s, input_fired_time: 0.1534930170, output_fired_time: 0.0000000000, propagate_forward_time: 6.3318877220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6334352493
validation[          , genome  6803] predictions:    9613/  10000 (96.13%), best:    9731/10000 (97.31%), error:      1310.78308, best error:       865.21826 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 90.3635787964s, input_fired_time: 1.3815927505, output_fired_time: 0.9916766286, propagate_forward_time: 32.0143051147, propagate_backward_time: 52.0635414124, weight_update_time: 0.3669018149, other_time: 3.9124641418
epoch time: 7.2366871834s, input_fired_time: 0.1590323746, output_fired_time: 0.0000000000, propagate_forward_time: 6.4442567825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6333980560
validation[          , genome  6803] predictions:    9555/  10000 (95.55%), best:    9731/10000 (97.31%), error:      1517.24231, best error:       865.21826 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 90.7872238159s, input_fired_time: 1.3758505583, output_fired_time: 1.0188063383, propagate_forward_time: 32.0074615479, propagate_backward_time: 52.5543518066, weight_update_time: 0.3691239059, other_time: 3.8307571411
epoch time: 7.1954269409s, input_fired_time: 0.1543206275, output_fired_time: 0.0000000000, propagate_forward_time: 6.3918542862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6492519379
validation[          , genome  6803] predictions:    9681/  10000 (96.81%), best:    9731/10000 (97.31%), error:       975.63788, best error:       865.21826 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 90.2392044067s, input_fired_time: 1.3787620068, output_fired_time: 0.9942752719, propagate_forward_time: 31.9011039734, propagate_backward_time: 52.1287155151, weight_update_time: 0.3684591651, other_time: 3.8363456726
epoch time: 7.1478128433s, input_fired_time: 0.1547605246, output_fired_time: 0.0000000000, propagate_forward_time: 6.3561277390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6369247437
validation[          , genome  6803] predictions:    9721/  10000 (97.21%), best:    9731/10000 (97.31%), error:       883.38934, best error:       865.21826 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 90.3222961426s, input_fired_time: 1.3716720343, output_fired_time: 1.0391515493, propagate_forward_time: 32.0521049500, propagate_backward_time: 52.0628204346, weight_update_time: 0.3720739484, other_time: 3.7965431213
epoch time: 7.2503499985s, input_fired_time: 0.1577284783, output_fired_time: 0.0000000000, propagate_forward_time: 6.4496326447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6429886818
validation[          , genome  6803] predictions:    9689/  10000 (96.89%), best:    9731/10000 (97.31%), error:       962.73474, best error:       865.21826 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 90.2560043335s, input_fired_time: 1.3832657337, output_fired_time: 0.9982703924, propagate_forward_time: 31.9370365143, propagate_backward_time: 52.1266899109, weight_update_time: 0.3676683009, other_time: 3.8107490540
epoch time: 7.1694850922s, input_fired_time: 0.1549234539, output_fired_time: 0.0000000000, propagate_forward_time: 6.3574371338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6571245193
validation[          , genome  6803] predictions:    9733/  10000 (97.33%), best:    9731/10000 (97.31%), error:       893.73322, best error:       865.21826 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 90.4845886230s, input_fired_time: 1.3665517569, output_fired_time: 1.0102852583, propagate_forward_time: 32.2315444946, propagate_backward_time: 52.1070060730, weight_update_time: 0.3644238412, other_time: 3.7691993713
epoch time: 7.1739420891s, input_fired_time: 0.1545451880, output_fired_time: 0.0000000000, propagate_forward_time: 6.3797507286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6396460533
validation[          , genome  6803] predictions:    9723/  10000 (97.23%), best:    9731/10000 (97.31%), error:       940.96008, best error:       865.21826 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 90.1130828857s, input_fired_time: 1.3946835995, output_fired_time: 1.0170775652, propagate_forward_time: 31.7836894989, propagate_backward_time: 52.0037193298, weight_update_time: 0.3786814213, other_time: 3.9139137268
epoch time: 7.5513477325s, input_fired_time: 0.1602238417, output_fired_time: 0.0000000000, propagate_forward_time: 6.7224669456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6686568260
validation[          , genome  6803] predictions:    9693/  10000 (96.93%), best:    9731/10000 (97.31%), error:       959.28009, best error:       865.21826 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 90.8952560425s, input_fired_time: 1.3965288401, output_fired_time: 1.0161172152, propagate_forward_time: 32.0205841064, propagate_backward_time: 52.4723091125, weight_update_time: 0.3776443005, other_time: 3.9897117615
epoch time: 7.2762598991s, input_fired_time: 0.1579535604, output_fired_time: 0.0000000000, propagate_forward_time: 6.4652938843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6530122757
validation[          , genome  6803] predictions:    9668/  10000 (96.68%), best:    9731/10000 (97.31%), error:      1068.30200, best error:       865.21826 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 90.7691268921s, input_fired_time: 1.3848941326, output_fired_time: 0.9969074130, propagate_forward_time: 31.9249897003, propagate_backward_time: 52.6688003540, weight_update_time: 0.3697183430, other_time: 3.7935333252
epoch time: 7.3279242516s, input_fired_time: 0.1597253382, output_fired_time: 0.0000000000, propagate_forward_time: 6.4481782913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7200207710
validation[          , genome  6803] predictions:    9694/  10000 (96.94%), best:    9731/10000 (97.31%), error:       993.22174, best error:       865.21826 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 90.2830734253s, input_fired_time: 1.3820583820, output_fired_time: 1.0187827349, propagate_forward_time: 31.8812599182, propagate_backward_time: 52.1936569214, weight_update_time: 0.3699963689, other_time: 3.8073158264
epoch time: 7.2228236198s, input_fired_time: 0.1607334465, output_fired_time: 0.0000000000, propagate_forward_time: 6.3881068230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6739835739
validation[          , genome  6803] predictions:    9647/  10000 (96.47%), best:    9731/10000 (97.31%), error:      1118.93628, best error:       865.21826 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 90.0663528442s, input_fired_time: 1.3831288815, output_fired_time: 0.9968671203, propagate_forward_time: 31.8529109955, propagate_backward_time: 52.0684814453, weight_update_time: 0.3684304357, other_time: 3.7649688721
epoch time: 7.2078266144s, input_fired_time: 0.1591808796, output_fired_time: 0.0000000000, propagate_forward_time: 6.4098386765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6388072968
validation[          , genome  6803] predictions:    9663/  10000 (96.63%), best:    9731/10000 (97.31%), error:      1068.76721, best error:       865.21826 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 90.1595001221s, input_fired_time: 1.4015828371, output_fired_time: 1.0062541962, propagate_forward_time: 31.7404403687, propagate_backward_time: 52.0904235840, weight_update_time: 0.4542982578, other_time: 3.9207992554
epoch time: 7.1821060181s, input_fired_time: 0.1556552202, output_fired_time: 0.0000000000, propagate_forward_time: 6.3812942505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6451563835
validation[          , genome  6803] predictions:    9713/  10000 (97.13%), best:    9731/10000 (97.31%), error:       916.70294, best error:       865.21826 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 90.5186233521s, input_fired_time: 1.3898308277, output_fired_time: 1.0062264204, propagate_forward_time: 31.9090366364, propagate_backward_time: 52.3701667786, weight_update_time: 0.3782534003, other_time: 3.8433647156
epoch time: 7.1937389374s, input_fired_time: 0.1556385159, output_fired_time: 0.0000000000, propagate_forward_time: 6.3969769478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6411232948
validation[          , genome  6803] predictions:    9724/  10000 (97.24%), best:    9731/10000 (97.31%), error:       925.61676, best error:       865.21826 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 90.4361801147s, input_fired_time: 1.3663783073, output_fired_time: 1.0564280748, propagate_forward_time: 32.0594749451, propagate_backward_time: 52.1482276917, weight_update_time: 0.3739630580, other_time: 3.8056716919
epoch time: 7.2438693047s, input_fired_time: 0.1659462601, output_fired_time: 0.0000000000, propagate_forward_time: 6.4386091232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6393136978
validation[          , genome  6803] predictions:    9475/  10000 (94.75%), best:    9731/10000 (97.31%), error:      1630.09692, best error:       865.21826 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 90.2515716553s, input_fired_time: 1.3784070015, output_fired_time: 1.0129221678, propagate_forward_time: 31.7529373169, propagate_backward_time: 52.2001113892, weight_update_time: 0.3954083323, other_time: 3.9071884155
epoch time: 7.1967701912s, input_fired_time: 0.1518629193, output_fired_time: 0.0000000000, propagate_forward_time: 6.3876814842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6572256088
validation[          , genome  6803] predictions:    9700/  10000 (97.00%), best:    9731/10000 (97.31%), error:      1002.39636, best error:       865.21826 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 90.3004913330s, input_fired_time: 1.3671151400, output_fired_time: 1.0029733181, propagate_forward_time: 31.9050292969, propagate_backward_time: 52.2477188110, weight_update_time: 0.3675284684, other_time: 3.7776489258
epoch time: 7.2197074890s, input_fired_time: 0.1529289484, output_fired_time: 0.0000000000, propagate_forward_time: 6.4020986557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6646800041
validation[          , genome  6803] predictions:    9716/  10000 (97.16%), best:    9731/10000 (97.31%), error:       937.11951, best error:       865.21826 on epoch:    64, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 89.7853546143s, input_fired_time: 1.3670116663, output_fired_time: 0.9948142767, propagate_forward_time: 31.6921405792, propagate_backward_time: 51.9101142883, weight_update_time: 0.3692371845, other_time: 3.8212776184
epoch time: 7.1873984337s, input_fired_time: 0.1575706303, output_fired_time: 0.0000000000, propagate_forward_time: 6.3670105934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6628170013
validation[          , genome  6803] predictions:    9717/  10000 (97.17%), best:    9731/10000 (97.31%), error:       922.62067, best error:       865.21826 on epoch:    64, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 90.3965911865s, input_fired_time: 1.3850586414, output_fired_time: 1.0043978691, propagate_forward_time: 31.8345546722, propagate_backward_time: 52.2715187073, weight_update_time: 0.3729514480, other_time: 3.9010658264
epoch time: 7.2356333733s, input_fired_time: 0.1553133130, output_fired_time: 0.0000000000, propagate_forward_time: 6.4281845093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6521353722
validation[          , genome  6803] predictions:    9715/  10000 (97.15%), best:    9731/10000 (97.31%), error:       925.97687, best error:       865.21826 on epoch:    64, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 89.9427490234s, input_fired_time: 1.3733139038, output_fired_time: 1.0010048151, propagate_forward_time: 31.9207630157, propagate_backward_time: 51.7932624817, weight_update_time: 0.3694725633, other_time: 3.8544044495
epoch time: 7.1294717789s, input_fired_time: 0.1570833921, output_fired_time: 0.0000000000, propagate_forward_time: 6.3045268059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6678614616
validation[          , genome  6803] predictions:    9702/  10000 (97.02%), best:    9731/10000 (97.31%), error:       976.26221, best error:       865.21826 on epoch:    64, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 90.1332092285s, input_fired_time: 1.3847241402, output_fired_time: 0.9940170050, propagate_forward_time: 31.8918819427, propagate_backward_time: 52.0629768372, weight_update_time: 0.3672934175, other_time: 3.7996025085
epoch time: 7.1397695541s, input_fired_time: 0.1547042280, output_fired_time: 0.0000000000, propagate_forward_time: 6.3398356438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6452298164
validation[          , genome  6803] predictions:    9670/  10000 (96.70%), best:    9731/10000 (97.31%), error:      1063.68713, best error:       865.21826 on epoch:    64, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 90.0390472412s, input_fired_time: 1.3775666952, output_fired_time: 1.0037099123, propagate_forward_time: 31.7641792297, propagate_backward_time: 52.1138725281, weight_update_time: 0.3671691120, other_time: 3.7797241211
epoch time: 7.1852245331s, input_fired_time: 0.1558222771, output_fired_time: 0.0000000000, propagate_forward_time: 6.3751049042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6542973518
validation[          , genome  6803] predictions:    9707/  10000 (97.07%), best:    9731/10000 (97.31%), error:       953.75897, best error:       865.21826 on epoch:    64, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 89.9446182251s, input_fired_time: 1.3760132790, output_fired_time: 0.9857210517, propagate_forward_time: 31.8563079834, propagate_backward_time: 51.8799057007, weight_update_time: 0.3668451905, other_time: 3.8466720581
epoch time: 7.3732585907s, input_fired_time: 0.1542102695, output_fired_time: 0.0000000000, propagate_forward_time: 6.5747222900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6443262100
validation[          , genome  6803] predictions:    9687/  10000 (96.87%), best:    9731/10000 (97.31%), error:      1016.81567, best error:       865.21826 on epoch:    64, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 89.6416778564s, input_fired_time: 1.3788460493, output_fired_time: 1.0057958364, propagate_forward_time: 31.7209033966, propagate_backward_time: 51.7497787476, weight_update_time: 0.3654103577, other_time: 3.7863540649
epoch time: 7.2431840897s, input_fired_time: 0.1561776996, output_fired_time: 0.0000000000, propagate_forward_time: 6.4327893257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6542172432
validation[          , genome  6803] predictions:    9710/  10000 (97.10%), best:    9731/10000 (97.31%), error:       936.63031, best error:       865.21826 on epoch:    64, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 90.0522689819s, input_fired_time: 1.3867743015, output_fired_time: 0.9875932336, propagate_forward_time: 31.7526378632, propagate_backward_time: 52.1142311096, weight_update_time: 0.4046952724, other_time: 3.8110313416
epoch time: 7.1949682236s, input_fired_time: 0.1535979807, output_fired_time: 0.0000000000, propagate_forward_time: 6.3357520103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7056183815
validation[          , genome  6803] predictions:    9675/  10000 (96.75%), best:    9731/10000 (97.31%), error:      1019.10339, best error:       865.21826 on epoch:    64, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 90.2597808838s, input_fired_time: 1.3736866713, output_fired_time: 0.9936015606, propagate_forward_time: 32.0123329163, propagate_backward_time: 52.0442352295, weight_update_time: 0.3664767742, other_time: 3.8359260559
epoch time: 7.2076845169s, input_fired_time: 0.1986421347, output_fired_time: 0.0000000000, propagate_forward_time: 6.3374714851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6715707779
validation[          , genome  6803] predictions:    9716/  10000 (97.16%), best:    9731/10000 (97.31%), error:       892.03156, best error:       865.21826 on epoch:    64, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 90.3064193726s, input_fired_time: 1.3764688969, output_fired_time: 1.0317381620, propagate_forward_time: 31.9464607239, propagate_backward_time: 52.1819305420, weight_update_time: 0.3703114986, other_time: 3.7698173523
epoch time: 7.1154913902s, input_fired_time: 0.1551256627, output_fired_time: 0.0000000000, propagate_forward_time: 6.3240742683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6362915039
validation[          , genome  6803] predictions:    9659/  10000 (96.59%), best:    9731/10000 (97.31%), error:      1136.23108, best error:       865.21826 on epoch:    64, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 90.3626403809s, input_fired_time: 1.3747581244, output_fired_time: 0.9943685532, propagate_forward_time: 31.9652194977, propagate_backward_time: 52.2652206421, weight_update_time: 0.3704143465, other_time: 3.7630767822
epoch time: 7.1077532768s, input_fired_time: 0.1545527577, output_fired_time: 0.0000000000, propagate_forward_time: 6.3117909431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6414093971
validation[          , genome  6803] predictions:    9698/  10000 (96.98%), best:    9731/10000 (97.31%), error:       938.52881, best error:       865.21826 on epoch:    64, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 90.2175979614s, input_fired_time: 1.3749139309, output_fired_time: 0.9969904423, propagate_forward_time: 31.8736400604, propagate_backward_time: 52.1331481934, weight_update_time: 0.3677684367, other_time: 3.8388977051
epoch time: 7.1900253296s, input_fired_time: 0.1626138687, output_fired_time: 0.0000000000, propagate_forward_time: 6.3662486076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6611628532
validation[          , genome  6803] predictions:    9666/  10000 (96.66%), best:    9731/10000 (97.31%), error:      1073.80481, best error:       865.21826 on epoch:    64, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 90.2464447021s, input_fired_time: 1.3708070517, output_fired_time: 0.9935607910, propagate_forward_time: 31.8466930389, propagate_backward_time: 52.2760162354, weight_update_time: 0.3717388511, other_time: 3.7593688965
epoch time: 7.1282877922s, input_fired_time: 0.1558142751, output_fired_time: 0.0000000000, propagate_forward_time: 6.3341445923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6383290291
validation[          , genome  6803] predictions:    9723/  10000 (97.23%), best:    9731/10000 (97.31%), error:       884.49042, best error:       865.21826 on epoch:    64, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 90.3519363403s, input_fired_time: 1.4278826714, output_fired_time: 0.9894756079, propagate_forward_time: 31.9035511017, propagate_backward_time: 52.2202110291, weight_update_time: 0.3703295290, other_time: 3.8108177185
epoch time: 7.1848745346s, input_fired_time: 0.1629895717, output_fired_time: 0.0000000000, propagate_forward_time: 6.3586416245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6632432938
validation[          , genome  6803] predictions:    9702/  10000 (97.02%), best:    9731/10000 (97.31%), error:       975.21674, best error:       865.21826 on epoch:    64, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 89.6769790649s, input_fired_time: 1.3726052046, output_fired_time: 1.0139912367, propagate_forward_time: 31.8431015015, propagate_backward_time: 51.6612014771, weight_update_time: 0.3726536334, other_time: 3.7860794067
epoch time: 7.1030530930s, input_fired_time: 0.1637569964, output_fired_time: 0.0000000000, propagate_forward_time: 6.2915973663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6476988792
validation[          , genome  6803] predictions:    9662/  10000 (96.62%), best:    9731/10000 (97.31%), error:      1165.64807, best error:       865.21826 on epoch:    64, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 90.0385437012s, input_fired_time: 1.3431421518, output_fired_time: 0.9958250523, propagate_forward_time: 31.9200687408, propagate_backward_time: 51.9575843811, weight_update_time: 0.3678517342, other_time: 3.8219261169
epoch time: 7.1317405701s, input_fired_time: 0.1514896154, output_fired_time: 0.0000000000, propagate_forward_time: 6.3109803200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6692705154
validation[          , genome  6803] predictions:    9719/  10000 (97.19%), best:    9731/10000 (97.31%), error:       955.59851, best error:       865.21826 on epoch:    64, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 90.2015151978s, input_fired_time: 1.3557054996, output_fired_time: 0.9928032160, propagate_forward_time: 31.7829360962, propagate_backward_time: 52.1811790466, weight_update_time: 0.3700826466, other_time: 3.8888893127
epoch time: 7.1113219261s, input_fired_time: 0.1521876007, output_fired_time: 0.0000000000, propagate_forward_time: 6.3240094185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6351246834
validation[          , genome  6803] predictions:    9721/  10000 (97.21%), best:    9731/10000 (97.31%), error:       909.82697, best error:       865.21826 on epoch:    64, 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: 36.0770072937s, input_fired_time: 0.8039290905, output_fired_time: 0.0000000000, propagate_forward_time: 32.0249366760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2481422424
best training[          , genome  6803] predictions:   49508/  50000 (99.02%), best:    9731/10000 (97.31%), error:      1769.46655, best error:       865.21826 on epoch:    64, 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: 7.4493908882s, input_fired_time: 0.1561128050, output_fired_time: 0.0000000000, propagate_forward_time: 6.4032883644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8899898529
   testing[          , genome  6803] predictions:    9784/  10000 (97.84%), best:    9731/10000 (97.31%), error:       690.42902, best error:       865.21826 on epoch:    64, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:48:15 (15598): called boinc_finish(0)

</stderr_txt>
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