Nameexact_genome_1512568488_45_6803_0
Workunit2605210
Created7 Dec 2017, 21:58:26 UTC
Sent7 Dec 2017, 22:04:23 UTC
Report deadline13 Dec 2017, 15:36:12 UTC
Received8 Dec 2017, 11:13:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time2 hours 43 min 41 sec
CPU time2 hours 41 min 30 sec
Validate stateValid
Credit1,432.61
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.33 MB
Peak swap size153.08 MB
Peak disk usage1.24 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: 89.0139312744s, input_fired_time: 1.1151046753, output_fired_time: 0.8400364518, propagate_forward_time: 33.0371322632, propagate_backward_time: 50.5549697876, weight_update_time: 0.1819401681, other_time: 3.4666900635
epoch time: 7.4054198265s, input_fired_time: 0.1255449355, output_fired_time: 0.0000000000, propagate_forward_time: 6.6737151146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6061596870
validation[          , genome  6803] predictions:    9656/  10000 (96.56%), best:    9706/10000 (97.06%), error:      1140.11975, best error:      1034.83875 on epoch:     2, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 89.2672195435s, input_fired_time: 1.1427065134, output_fired_time: 0.8428525329, propagate_forward_time: 33.1372070312, propagate_backward_time: 50.5937843323, weight_update_time: 0.2087852210, other_time: 3.5506706238
epoch time: 7.4815297127s, input_fired_time: 0.1256121844, output_fired_time: 0.0000000000, propagate_forward_time: 6.7533707619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6025466919
validation[          , genome  6803] predictions:    9648/  10000 (96.48%), best:    9706/10000 (97.06%), error:      1119.47327, best error:      1034.83875 on epoch:     2, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 89.3297271729s, input_fired_time: 1.1455897093, output_fired_time: 0.8291496038, propagate_forward_time: 33.4300765991, propagate_backward_time: 50.4309997559, weight_update_time: 0.2096684724, other_time: 3.4939117432
epoch time: 7.4087924957s, input_fired_time: 0.1280878782, output_fired_time: 0.0000000000, propagate_forward_time: 6.6780877113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6026167870
validation[          , genome  6803] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1004.45551, best error:      1004.45551 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 89.2641296387s, input_fired_time: 1.1228444576, output_fired_time: 0.8458739519, propagate_forward_time: 33.2191505432, propagate_backward_time: 50.5105285645, weight_update_time: 0.1853016466, other_time: 3.5657386780
epoch time: 7.3520383835s, input_fired_time: 0.1285000443, output_fired_time: 0.0000000000, propagate_forward_time: 6.6150536537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6084847450
validation[          , genome  6803] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:       988.09161, best error:       988.09161 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 89.0877685547s, input_fired_time: 1.1160466671, output_fired_time: 0.8358121514, propagate_forward_time: 33.0686187744, propagate_backward_time: 50.6190490723, weight_update_time: 0.1822779924, other_time: 3.4482421875
epoch time: 7.5751585960s, input_fired_time: 0.1292140782, output_fired_time: 0.0000000000, propagate_forward_time: 6.8122658730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6336784363
validation[          , genome  6803] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       986.04944, best error:       986.04944 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 89.2214584351s, input_fired_time: 1.1437549591, output_fired_time: 0.8346022367, propagate_forward_time: 33.1910476685, propagate_backward_time: 50.6116447449, weight_update_time: 0.1816626042, other_time: 3.4404106140
epoch time: 7.3618102074s, input_fired_time: 0.1296021193, output_fired_time: 0.0000000000, propagate_forward_time: 6.6431226730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5890855789
validation[          , genome  6803] predictions:    9678/  10000 (96.78%), best:    9704/10000 (97.04%), error:      1018.99072, best error:       986.04944 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 89.1306610107s, input_fired_time: 1.1671237946, output_fired_time: 0.8403167129, propagate_forward_time: 33.0822715759, propagate_backward_time: 50.5127487183, weight_update_time: 0.1866064072, other_time: 3.5282020569
epoch time: 7.5045404434s, input_fired_time: 0.1299291104, output_fired_time: 0.0000000000, propagate_forward_time: 6.7721529007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6024584770
validation[          , genome  6803] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       983.36969, best error:       983.36969 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 89.2482452393s, input_fired_time: 1.1309647560, output_fired_time: 0.8442767859, propagate_forward_time: 33.2392005920, propagate_backward_time: 50.5403213501, weight_update_time: 0.1827385426, other_time: 3.4934806824
epoch time: 7.3401484489s, input_fired_time: 0.1272514760, output_fired_time: 0.0000000000, propagate_forward_time: 6.6202955246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926012993
validation[          , genome  6803] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       931.91205, best error:       931.91205 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 89.5881576538s, input_fired_time: 1.1386824846, output_fired_time: 0.8414474130, propagate_forward_time: 33.2677803040, propagate_backward_time: 50.8633537292, weight_update_time: 0.1826067418, other_time: 3.4768981934
epoch time: 7.4535837173s, input_fired_time: 0.1276082546, output_fired_time: 0.0000000000, propagate_forward_time: 6.7178096771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6081657410
validation[          , genome  6803] predictions:    9669/  10000 (96.69%), best:    9713/10000 (97.13%), error:      1025.48767, best error:       931.91205 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 89.1654586792s, input_fired_time: 1.1294606924, output_fired_time: 0.8329288960, propagate_forward_time: 33.1347961426, propagate_backward_time: 50.6095733643, weight_update_time: 0.1840107441, other_time: 3.4586944580
epoch time: 7.3466458321s, input_fired_time: 0.1285276860, output_fired_time: 0.0000000000, propagate_forward_time: 6.6275477409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5905704498
validation[          , genome  6803] predictions:    9700/  10000 (97.00%), best:    9713/10000 (97.13%), error:      1011.79346, best error:       931.91205 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 89.3344955444s, input_fired_time: 1.1308305264, output_fired_time: 0.8375114799, propagate_forward_time: 33.1196327209, propagate_backward_time: 50.7403678894, weight_update_time: 0.1839896739, other_time: 3.5061569214
epoch time: 7.3547420502s, input_fired_time: 0.1276655048, output_fired_time: 0.0000000000, propagate_forward_time: 6.6370730400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5900034904
validation[          , genome  6803] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       964.11859, best error:       931.91205 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 89.3416137695s, input_fired_time: 1.1306184530, output_fired_time: 0.8245275617, propagate_forward_time: 33.2400703430, propagate_backward_time: 50.6612663269, weight_update_time: 0.1799087673, other_time: 3.4851379395
epoch time: 7.4381885529s, input_fired_time: 0.1288397610, output_fired_time: 0.0000000000, propagate_forward_time: 6.7231345177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5862140656
validation[          , genome  6803] predictions:    9688/  10000 (96.88%), best:    9713/10000 (97.13%), error:      1001.49481, best error:       931.91205 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 89.2653121948s, input_fired_time: 1.1534388065, output_fired_time: 0.8176428080, propagate_forward_time: 33.1443023682, propagate_backward_time: 50.6889762878, weight_update_time: 0.1810207963, other_time: 3.4609489441
epoch time: 7.4020233154s, input_fired_time: 0.1304523349, output_fired_time: 0.0000000000, propagate_forward_time: 6.6710290909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005420685
validation[          , genome  6803] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       909.44867, best error:       909.44867 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 89.0389251709s, input_fired_time: 1.1361045837, output_fired_time: 0.8159568310, propagate_forward_time: 33.0399780273, propagate_backward_time: 50.6264190674, weight_update_time: 0.1862075180, other_time: 3.4204635620
epoch time: 7.3107662201s, input_fired_time: 0.1281552762, output_fired_time: 0.0000000000, propagate_forward_time: 6.6051936150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5774173737
validation[          , genome  6803] predictions:    9688/  10000 (96.88%), best:    9707/10000 (97.07%), error:      1012.84705, best error:       909.44867 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 89.6155929565s, input_fired_time: 1.1337416172, output_fired_time: 0.8206509948, propagate_forward_time: 33.4030418396, propagate_backward_time: 50.7902717590, weight_update_time: 0.1820552796, other_time: 3.4678878784
epoch time: 11.7153387070s, input_fired_time: 0.1544926465, output_fired_time: 0.0000000000, propagate_forward_time: 8.8323421478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7285041809
validation[          , genome  6803] predictions:    9701/  10000 (97.01%), best:    9707/10000 (97.07%), error:       959.65027, best error:       909.44867 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 89.7488098145s, input_fired_time: 1.1251444817, output_fired_time: 0.8146950006, propagate_forward_time: 33.5492897034, propagate_backward_time: 50.8590812683, weight_update_time: 0.1801149845, other_time: 3.4005966187
epoch time: 7.4389390945s, input_fired_time: 0.1330216825, output_fired_time: 0.0000000000, propagate_forward_time: 6.7097549438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961623192
validation[          , genome  6803] predictions:    9722/  10000 (97.22%), best:    9707/10000 (97.07%), error:       937.52319, best error:       909.44867 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 89.3368301392s, input_fired_time: 1.1327612400, output_fired_time: 0.8177831769, propagate_forward_time: 33.3880043030, propagate_backward_time: 50.5474662781, weight_update_time: 0.1791570783, other_time: 3.4508209229
epoch time: 7.3451595306s, input_fired_time: 0.1262376606, output_fired_time: 0.0000000000, propagate_forward_time: 6.6259307861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5929908752
validation[          , genome  6803] predictions:    9712/  10000 (97.12%), best:    9707/10000 (97.07%), error:       940.74963, best error:       909.44867 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 88.8175354004s, input_fired_time: 1.1316946745, output_fired_time: 0.8195852637, propagate_forward_time: 32.8782310486, propagate_backward_time: 50.5545043945, weight_update_time: 0.1834197044, other_time: 3.4335212708
epoch time: 7.5173707008s, input_fired_time: 0.1370087862, output_fired_time: 0.0000000000, propagate_forward_time: 6.7839121819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964498520
validation[          , genome  6803] predictions:    9643/  10000 (96.43%), best:    9707/10000 (97.07%), error:      1108.48230, best error:       909.44867 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 89.2665634155s, input_fired_time: 1.1220861673, output_fired_time: 0.8132790327, propagate_forward_time: 33.1805343628, propagate_backward_time: 50.6897697449, weight_update_time: 0.1800253093, other_time: 3.4608955383
epoch time: 7.3098063469s, input_fired_time: 0.1304095089, output_fired_time: 0.0000000000, propagate_forward_time: 6.5857367516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936598778
validation[          , genome  6803] predictions:    9676/  10000 (96.76%), best:    9707/10000 (97.07%), error:      1022.43359, best error:       909.44867 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 89.4733276367s, input_fired_time: 1.1334378719, output_fired_time: 0.8179355860, propagate_forward_time: 33.2475662231, propagate_backward_time: 50.8145904541, weight_update_time: 0.1786120832, other_time: 3.4598007202
epoch time: 7.4084033966s, input_fired_time: 0.1269420087, output_fired_time: 0.0000000000, propagate_forward_time: 6.6881542206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933070183
validation[          , genome  6803] predictions:    9715/  10000 (97.15%), best:    9707/10000 (97.07%), error:       937.58936, best error:       909.44867 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 89.6768798828s, input_fired_time: 1.1304706335, output_fired_time: 0.8608695865, propagate_forward_time: 33.3176841736, propagate_backward_time: 50.8763160706, weight_update_time: 0.1805893332, other_time: 3.4915390015
epoch time: 7.4424819946s, input_fired_time: 0.1294213831, output_fired_time: 0.0000000000, propagate_forward_time: 6.7174248695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956358910
validation[          , genome  6803] predictions:    9718/  10000 (97.18%), best:    9707/10000 (97.07%), error:       963.18488, best error:       909.44867 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 89.5892333984s, input_fired_time: 1.1347457170, output_fired_time: 0.8262611032, propagate_forward_time: 33.3396911621, propagate_backward_time: 50.7948455811, weight_update_time: 0.1793715209, other_time: 3.4936904907
epoch time: 7.3320770264s, input_fired_time: 0.1272290349, output_fired_time: 0.0000000000, propagate_forward_time: 6.6097974777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950503349
validation[          , genome  6803] predictions:    9666/  10000 (96.66%), best:    9707/10000 (97.07%), error:      1056.51843, best error:       909.44867 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 89.3236312866s, input_fired_time: 1.1361370087, output_fired_time: 0.8452664614, propagate_forward_time: 33.1892814636, propagate_backward_time: 50.6563949585, weight_update_time: 0.1810599715, other_time: 3.4965476990
epoch time: 7.3735766411s, input_fired_time: 0.1266940236, output_fired_time: 0.0000000000, propagate_forward_time: 6.6619920731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5848903656
validation[          , genome  6803] predictions:    9693/  10000 (96.93%), best:    9707/10000 (97.07%), error:      1012.84332, best error:       909.44867 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 89.3466110229s, input_fired_time: 1.1396332979, output_fired_time: 0.8132320046, propagate_forward_time: 33.1945571899, propagate_backward_time: 50.7585105896, weight_update_time: 0.1850489527, other_time: 3.4406776428
epoch time: 7.3814206123s, input_fired_time: 0.1315610707, output_fired_time: 0.0000000000, propagate_forward_time: 6.6438293457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6060299873
validation[          , genome  6803] predictions:    9729/  10000 (97.29%), best:    9707/10000 (97.07%), error:       921.81140, best error:       909.44867 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 89.3565750122s, input_fired_time: 1.1425300837, output_fired_time: 0.8129250407, propagate_forward_time: 33.1373291016, propagate_backward_time: 50.8078842163, weight_update_time: 0.1795957983, other_time: 3.4559020996
epoch time: 7.3540697098s, input_fired_time: 0.1325131506, output_fired_time: 0.0000000000, propagate_forward_time: 6.6310820580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5904746056
validation[          , genome  6803] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       831.53333, best error:       831.53333 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 89.2294692993s, input_fired_time: 1.1271538734, output_fired_time: 0.8271005154, propagate_forward_time: 33.3658142090, propagate_backward_time: 50.4888572693, weight_update_time: 0.1793043166, other_time: 3.4205436707
epoch time: 7.4593582153s, input_fired_time: 0.1280316710, output_fired_time: 0.0000000000, propagate_forward_time: 6.7377905846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935359001
validation[          , genome  6803] predictions:    9742/  10000 (97.42%), best:    9741/10000 (97.41%), error:       852.57129, best error:       831.53333 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 89.3521118164s, input_fired_time: 1.1344417334, output_fired_time: 0.8126203418, propagate_forward_time: 33.2925682068, propagate_backward_time: 50.6607055664, weight_update_time: 0.1831503063, other_time: 3.4517707825
epoch time: 7.3969845772s, input_fired_time: 0.1329272091, output_fired_time: 0.0000000000, propagate_forward_time: 6.6802120209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5838451385
validation[          , genome  6803] predictions:    9676/  10000 (96.76%), best:    9741/10000 (97.41%), error:       996.40247, best error:       831.53333 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 89.3933181763s, input_fired_time: 1.1281303167, output_fired_time: 0.8239216805, propagate_forward_time: 33.2702064514, propagate_backward_time: 50.7324447632, weight_update_time: 0.1814991385, other_time: 3.4386177063
epoch time: 7.4659967422s, input_fired_time: 0.1314342618, output_fired_time: 0.0000000000, propagate_forward_time: 6.7146620750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6199002266
validation[          , genome  6803] predictions:    9714/  10000 (97.14%), best:    9741/10000 (97.41%), error:       915.96173, best error:       831.53333 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 88.9374389648s, input_fired_time: 1.1291321516, output_fired_time: 0.8163762689, propagate_forward_time: 33.0062789917, propagate_backward_time: 50.5621986389, weight_update_time: 0.1783790886, other_time: 3.4234504700
epoch time: 7.3189463615s, input_fired_time: 0.1316920370, output_fired_time: 0.0000000000, propagate_forward_time: 6.6041193008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5831351280
validation[          , genome  6803] predictions:    9756/  10000 (97.56%), best:    9741/10000 (97.41%), error:       835.58258, best error:       831.53333 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 89.3618240356s, input_fired_time: 1.1537115574, output_fired_time: 0.8241467476, propagate_forward_time: 33.3565330505, propagate_backward_time: 50.5858535767, weight_update_time: 0.1797943115, other_time: 3.4415779114
epoch time: 7.3278613091s, input_fired_time: 0.1294011623, output_fired_time: 0.0000000000, propagate_forward_time: 6.6220159531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5764441490
validation[          , genome  6803] predictions:    9727/  10000 (97.27%), best:    9741/10000 (97.41%), error:       859.32080, best error:       831.53333 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 89.3608093262s, input_fired_time: 1.1401652098, output_fired_time: 0.8151110411, propagate_forward_time: 33.3239936829, propagate_backward_time: 50.6486244202, weight_update_time: 0.1880349368, other_time: 3.4329147339
epoch time: 7.3841280937s, input_fired_time: 0.1283595413, output_fired_time: 0.0000000000, propagate_forward_time: 6.6612620354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945067406
validation[          , genome  6803] predictions:    9726/  10000 (97.26%), best:    9741/10000 (97.41%), error:       903.34552, best error:       831.53333 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 89.7989196777s, input_fired_time: 1.1374224424, output_fired_time: 0.8491255045, propagate_forward_time: 33.2019767761, propagate_backward_time: 51.1300773621, weight_update_time: 0.1790436208, other_time: 3.4803161621
epoch time: 7.3154425621s, input_fired_time: 0.1299553365, output_fired_time: 0.0000000000, propagate_forward_time: 6.6026334763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5828537941
validation[          , genome  6803] predictions:    9734/  10000 (97.34%), best:    9741/10000 (97.41%), error:       847.82452, best error:       831.53333 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 88.9375991821s, input_fired_time: 1.1407710314, output_fired_time: 0.8097285032, propagate_forward_time: 33.0858840942, propagate_backward_time: 50.4794464111, weight_update_time: 0.1802146137, other_time: 3.4217681885
epoch time: 7.4149327278s, input_fired_time: 0.1303019822, output_fired_time: 0.0000000000, propagate_forward_time: 6.6734089851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6112217903
validation[          , genome  6803] predictions:    9669/  10000 (96.69%), best:    9741/10000 (97.41%), error:      1034.19983, best error:       831.53333 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 89.1231002808s, input_fired_time: 1.1336708069, output_fired_time: 0.8150349259, propagate_forward_time: 33.0492401123, propagate_backward_time: 50.6460990906, weight_update_time: 0.1829129457, other_time: 3.4790534973
epoch time: 7.3917636871s, input_fired_time: 0.1283618063, output_fired_time: 0.0000000000, propagate_forward_time: 6.5940175056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6693844795
validation[          , genome  6803] predictions:    9699/  10000 (96.99%), best:    9741/10000 (97.41%), error:       961.69604, best error:       831.53333 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 89.1040649414s, input_fired_time: 1.1383141279, output_fired_time: 0.8068605661, propagate_forward_time: 33.0875854492, propagate_backward_time: 50.6408691406, weight_update_time: 0.1797108352, other_time: 3.4304351807
epoch time: 7.4396376610s, input_fired_time: 0.1280864626, output_fired_time: 0.0000000000, propagate_forward_time: 6.7270030975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5845479965
validation[          , genome  6803] predictions:    9745/  10000 (97.45%), best:    9741/10000 (97.41%), error:       855.18164, best error:       831.53333 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 89.0508804321s, input_fired_time: 1.1593601704, output_fired_time: 0.8253692985, propagate_forward_time: 33.0785255432, propagate_backward_time: 50.5839233398, weight_update_time: 0.1784331650, other_time: 3.4036979675
epoch time: 7.3610305786s, input_fired_time: 0.1315480769, output_fired_time: 0.0000000000, propagate_forward_time: 6.6347036362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5947790146
validation[          , genome  6803] predictions:    9724/  10000 (97.24%), best:    9741/10000 (97.41%), error:       935.65814, best error:       831.53333 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 89.4087677002s, input_fired_time: 1.1436030865, output_fired_time: 0.8156909347, propagate_forward_time: 33.2345542908, propagate_backward_time: 50.7426948547, weight_update_time: 0.1846836358, other_time: 3.4722290039
epoch time: 7.3478188515s, input_fired_time: 0.1408183426, output_fired_time: 0.0000000000, propagate_forward_time: 6.6174860001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5895147324
validation[          , genome  6803] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       886.92999, best error:       831.53333 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 89.2241668701s, input_fired_time: 1.1398844719, output_fired_time: 0.8109707236, propagate_forward_time: 33.1988945007, propagate_backward_time: 50.6228485107, weight_update_time: 0.1785005629, other_time: 3.4515647888
epoch time: 7.4363002777s, input_fired_time: 0.1317969859, output_fired_time: 0.0000000000, propagate_forward_time: 6.7146763802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898270607
validation[          , genome  6803] predictions:    9721/  10000 (97.21%), best:    9741/10000 (97.41%), error:       894.99127, best error:       831.53333 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 89.2654876709s, input_fired_time: 1.1535611153, output_fired_time: 0.8206165433, propagate_forward_time: 33.2383537292, propagate_backward_time: 50.6398239136, weight_update_time: 0.1845987588, other_time: 3.4131278992
epoch time: 7.4322195053s, input_fired_time: 0.1303415895, output_fired_time: 0.0000000000, propagate_forward_time: 6.7018651962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6000127792
validation[          , genome  6803] predictions:    9713/  10000 (97.13%), best:    9741/10000 (97.41%), error:       914.96478, best error:       831.53333 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 89.2804107666s, input_fired_time: 1.1438970566, output_fired_time: 0.8173191547, propagate_forward_time: 33.1311874390, propagate_backward_time: 50.7578163147, weight_update_time: 0.1788216978, other_time: 3.4301872253
epoch time: 7.4142851830s, input_fired_time: 0.1291260421, output_fired_time: 0.0000000000, propagate_forward_time: 6.6928639412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922951698
validation[          , genome  6803] predictions:    9685/  10000 (96.85%), best:    9741/10000 (97.41%), error:      1030.94678, best error:       831.53333 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 89.3020324707s, input_fired_time: 1.1508427858, output_fired_time: 0.8139480352, propagate_forward_time: 33.2992515564, propagate_backward_time: 50.5929718018, weight_update_time: 0.1797580421, other_time: 3.4450187683
epoch time: 7.3365106583s, input_fired_time: 0.1330492198, output_fired_time: 0.0000000000, propagate_forward_time: 6.6149272919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5885343552
validation[          , genome  6803] predictions:    9691/  10000 (96.91%), best:    9741/10000 (97.41%), error:      1002.06952, best error:       831.53333 on epoch:    38, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 88.8255538940s, input_fired_time: 1.1521707773, output_fired_time: 0.8094183207, propagate_forward_time: 33.0049552917, propagate_backward_time: 50.4281845093, weight_update_time: 0.1792125851, other_time: 3.4308280945
epoch time: 7.4637918472s, input_fired_time: 0.1303826571, output_fired_time: 0.0000000000, propagate_forward_time: 6.7480616570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5853476524
validation[          , genome  6803] predictions:    9720/  10000 (97.20%), best:    9741/10000 (97.41%), error:       904.53101, best error:       831.53333 on epoch:    38, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 89.0387420654s, input_fired_time: 1.1691114902, output_fired_time: 0.8114062548, propagate_forward_time: 33.1343994141, propagate_backward_time: 50.5254859924, weight_update_time: 0.1867675632, other_time: 3.3983345032
epoch time: 7.4478373528s, input_fired_time: 0.1325852722, output_fired_time: 0.0000000000, propagate_forward_time: 6.7226095200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926427841
validation[          , genome  6803] predictions:    9692/  10000 (96.92%), best:    9741/10000 (97.41%), error:       958.50140, best error:       831.53333 on epoch:    38, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 89.0965347290s, input_fired_time: 1.1397469044, output_fired_time: 0.8476996422, propagate_forward_time: 33.1733741760, propagate_backward_time: 50.5075683594, weight_update_time: 0.1807450354, other_time: 3.4281425476
epoch time: 7.3641190529s, input_fired_time: 0.1320907027, output_fired_time: 0.0000000000, propagate_forward_time: 6.6347141266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5973143578
validation[          , genome  6803] predictions:    9733/  10000 (97.33%), best:    9741/10000 (97.41%), error:       869.67896, best error:       831.53333 on epoch:    38, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 89.2796478271s, input_fired_time: 1.1538859606, output_fired_time: 0.8232727051, propagate_forward_time: 33.1217231750, propagate_backward_time: 50.7311248779, weight_update_time: 0.1787888408, other_time: 3.4496421814
epoch time: 7.4555902481s, input_fired_time: 0.1426691860, output_fired_time: 0.0000000000, propagate_forward_time: 6.7203512192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5925698280
validation[          , genome  6803] predictions:    9699/  10000 (96.99%), best:    9741/10000 (97.41%), error:       926.77863, best error:       831.53333 on epoch:    38, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 88.8531951904s, input_fired_time: 1.1381645203, output_fired_time: 0.8732559085, propagate_forward_time: 33.0064315796, propagate_backward_time: 50.5083274841, weight_update_time: 0.1771319509, other_time: 3.3270149231
epoch time: 7.5124554634s, input_fired_time: 0.1445612758, output_fired_time: 0.0000000000, propagate_forward_time: 6.7638559341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6040382385
validation[          , genome  6803] predictions:    9704/  10000 (97.04%), best:    9741/10000 (97.41%), error:       893.23022, best error:       831.53333 on epoch:    38, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 89.0902252197s, input_fired_time: 1.1803829670, output_fired_time: 0.8311462402, propagate_forward_time: 33.0697402954, propagate_backward_time: 50.5976066589, weight_update_time: 0.1831133962, other_time: 3.4113502502
epoch time: 7.4051709175s, input_fired_time: 0.1294810027, output_fired_time: 0.0000000000, propagate_forward_time: 6.6585803032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6171097755
validation[          , genome  6803] predictions:    9688/  10000 (96.88%), best:    9741/10000 (97.41%), error:      1041.02490, best error:       831.53333 on epoch:    38, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 89.3015747070s, input_fired_time: 1.1456453800, output_fired_time: 0.8396189809, propagate_forward_time: 33.1949119568, propagate_backward_time: 50.7056541443, weight_update_time: 0.1792330891, other_time: 3.4157409668
epoch time: 7.5042924881s, input_fired_time: 0.1297284961, output_fired_time: 0.0000000000, propagate_forward_time: 6.7812252045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933389664
validation[          , genome  6803] predictions:    9720/  10000 (97.20%), best:    9741/10000 (97.41%), error:       886.84723, best error:       831.53333 on epoch:    38, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 89.2184982300s, input_fired_time: 1.1499317884, output_fired_time: 0.8220476508, propagate_forward_time: 33.3899726868, propagate_backward_time: 50.4215431213, weight_update_time: 0.1806816161, other_time: 3.4350051880
epoch time: 7.4250259399s, input_fired_time: 0.1311423033, output_fired_time: 0.0000000000, propagate_forward_time: 6.6644997597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293840408
validation[          , genome  6803] predictions:    9708/  10000 (97.08%), best:    9741/10000 (97.41%), error:       911.83954, best error:       831.53333 on epoch:    38, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 88.9576110840s, input_fired_time: 1.1522755623, output_fired_time: 0.8255608678, propagate_forward_time: 33.0589065552, propagate_backward_time: 50.4728965759, weight_update_time: 0.1799415946, other_time: 3.4479713440
epoch time: 7.3355503082s, input_fired_time: 0.1300179064, output_fired_time: 0.0000000000, propagate_forward_time: 6.6105389595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5949935913
validation[          , genome  6803] predictions:    9693/  10000 (96.93%), best:    9741/10000 (97.41%), error:      1026.69641, best error:       831.53333 on epoch:    38, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 88.9442138672s, input_fired_time: 1.1419534683, output_fired_time: 0.8075363040, propagate_forward_time: 33.0080108643, propagate_backward_time: 50.5294837952, weight_update_time: 0.1797511429, other_time: 3.4572334290
epoch time: 7.4085011482s, input_fired_time: 0.1328994632, output_fired_time: 0.0000000000, propagate_forward_time: 6.6878409386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5877609253
validation[          , genome  6803] predictions:    9733/  10000 (97.33%), best:    9741/10000 (97.41%), error:       879.85925, best error:       831.53333 on epoch:    38, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 89.4029083252s, input_fired_time: 1.1483787298, output_fired_time: 0.8159613609, propagate_forward_time: 33.3104286194, propagate_backward_time: 50.6513710022, weight_update_time: 0.1787454784, other_time: 3.4767684937
epoch time: 7.4193363190s, input_fired_time: 0.1324147582, output_fired_time: 0.0000000000, propagate_forward_time: 6.6949319839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5919895172
validation[          , genome  6803] predictions:    9720/  10000 (97.20%), best:    9741/10000 (97.41%), error:       911.77661, best error:       831.53333 on epoch:    38, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 89.3409118652s, input_fired_time: 1.1559383869, output_fired_time: 0.8182082772, propagate_forward_time: 33.1835060120, propagate_backward_time: 50.6724128723, weight_update_time: 0.1791345179, other_time: 3.5108489990
epoch time: 7.3753647804s, input_fired_time: 0.1308491528, output_fired_time: 0.0000000000, propagate_forward_time: 6.6445255280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5999898911
validation[          , genome  6803] predictions:    9699/  10000 (96.99%), best:    9741/10000 (97.41%), error:      1002.08978, best error:       831.53333 on epoch:    38, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 88.9574432373s, input_fired_time: 1.1423506737, output_fired_time: 0.8225244284, propagate_forward_time: 33.1118850708, propagate_backward_time: 50.4676818848, weight_update_time: 0.1832508147, other_time: 3.4130020142
epoch time: 7.3959169388s, input_fired_time: 0.1296909004, output_fired_time: 0.0000000000, propagate_forward_time: 6.6627945900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6034312248
validation[          , genome  6803] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       814.62250, best error:       814.62250 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 89.3645019531s, input_fired_time: 1.1599438190, output_fired_time: 0.8120287061, propagate_forward_time: 33.2612953186, propagate_backward_time: 50.6507797241, weight_update_time: 0.1842631400, other_time: 3.4804573059
epoch time: 7.4007744789s, input_fired_time: 0.1364556998, output_fired_time: 0.0000000000, propagate_forward_time: 6.6718950272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5924239159
validation[          , genome  6803] predictions:    9679/  10000 (96.79%), best:    9748/10000 (97.48%), error:      1040.77258, best error:       814.62250 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 89.0781021118s, input_fired_time: 1.1476013660, output_fired_time: 0.8088912368, propagate_forward_time: 33.1593132019, propagate_backward_time: 50.5465202332, weight_update_time: 0.1822397709, other_time: 3.4157791138
epoch time: 7.4573259354s, input_fired_time: 0.1284470111, output_fired_time: 0.0000000000, propagate_forward_time: 6.7430529594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5858259201
validation[          , genome  6803] predictions:    9708/  10000 (97.08%), best:    9748/10000 (97.48%), error:       942.11176, best error:       814.62250 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 89.0936660767s, input_fired_time: 1.1703742743, output_fired_time: 0.8263169527, propagate_forward_time: 33.2237472534, propagate_backward_time: 50.4205818176, weight_update_time: 0.1805938184, other_time: 3.4526481628
epoch time: 7.4453535080s, input_fired_time: 0.1323058456, output_fired_time: 0.0000000000, propagate_forward_time: 6.6955304146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6175174713
validation[          , genome  6803] predictions:    9708/  10000 (97.08%), best:    9748/10000 (97.48%), error:       955.01483, best error:       814.62250 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 89.8910369873s, input_fired_time: 1.1680387259, output_fired_time: 0.8241189122, propagate_forward_time: 33.4207153320, propagate_backward_time: 50.9098396301, weight_update_time: 0.1801319420, other_time: 3.5683250427
epoch time: 7.4802713394s, input_fired_time: 0.1309949309, output_fired_time: 0.0000000000, propagate_forward_time: 6.7643752098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5849013329
validation[          , genome  6803] predictions:    9701/  10000 (97.01%), best:    9748/10000 (97.48%), error:       918.80518, best error:       814.62250 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 89.0672073364s, input_fired_time: 1.1592217684, output_fired_time: 0.8141143918, propagate_forward_time: 33.2812309265, propagate_backward_time: 50.3691825867, weight_update_time: 0.1813947260, other_time: 3.4434509277
epoch time: 7.3406844139s, input_fired_time: 0.1319426745, output_fired_time: 0.0000000000, propagate_forward_time: 6.6220030785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5867385864
validation[          , genome  6803] predictions:    9741/  10000 (97.41%), best:    9748/10000 (97.48%), error:       832.29126, best error:       814.62250 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 89.3010406494s, input_fired_time: 1.1636780500, output_fired_time: 0.8027191758, propagate_forward_time: 33.2058753967, propagate_backward_time: 50.6966552734, weight_update_time: 0.1792733669, other_time: 3.4321098328
epoch time: 7.3942055702s, input_fired_time: 0.1356145591, output_fired_time: 0.0000000000, propagate_forward_time: 6.6576938629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6008973122
validation[          , genome  6803] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:       939.15051, best error:       814.62250 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 89.4730606079s, input_fired_time: 1.1458654404, output_fired_time: 0.8152235746, propagate_forward_time: 33.1004028320, propagate_backward_time: 50.9949569702, weight_update_time: 0.1780900806, other_time: 3.4166107178
epoch time: 7.3987560272s, input_fired_time: 0.1304405332, output_fired_time: 0.0000000000, propagate_forward_time: 6.6084928513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6598224640
validation[          , genome  6803] predictions:    9636/  10000 (96.36%), best:    9748/10000 (97.48%), error:      1178.80884, best error:       814.62250 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 89.3875198364s, input_fired_time: 1.1647660732, output_fired_time: 0.8075176477, propagate_forward_time: 33.1520957947, propagate_backward_time: 50.7349052429, weight_update_time: 0.2426450849, other_time: 3.5282363892
epoch time: 7.3616943359s, input_fired_time: 0.1347358525, output_fired_time: 0.0000000000, propagate_forward_time: 6.6341915131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927667618
validation[          , genome  6803] predictions:    9686/  10000 (96.86%), best:    9748/10000 (97.48%), error:       997.64819, best error:       814.62250 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 89.1187515259s, input_fired_time: 1.1439067125, output_fired_time: 0.8200710416, propagate_forward_time: 33.1107063293, propagate_backward_time: 50.5713996887, weight_update_time: 0.1794290841, other_time: 3.4726715088
epoch time: 7.4272656441s, input_fired_time: 0.1282175630, output_fired_time: 0.0000000000, propagate_forward_time: 6.7142415047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5848064423
validation[          , genome  6803] predictions:    9755/  10000 (97.55%), best:    9748/10000 (97.48%), error:       851.57861, best error:       814.62250 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 89.4765319824s, input_fired_time: 1.1429238319, output_fired_time: 0.8036637902, propagate_forward_time: 33.1215667725, propagate_backward_time: 50.9355049133, weight_update_time: 0.1798413545, other_time: 3.4728736877
epoch time: 7.4341688156s, input_fired_time: 0.1318527609, output_fired_time: 0.0000000000, propagate_forward_time: 6.7235808372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5787353516
validation[          , genome  6803] predictions:    9663/  10000 (96.63%), best:    9748/10000 (97.48%), error:      1040.91101, best error:       814.62250 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 89.2206497192s, input_fired_time: 1.1395332813, output_fired_time: 0.8169142008, propagate_forward_time: 33.3170890808, propagate_backward_time: 50.5186462402, weight_update_time: 0.1788419187, other_time: 3.4284629822
epoch time: 7.3984127045s, input_fired_time: 0.1272767782, output_fired_time: 0.0000000000, propagate_forward_time: 6.6712632179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5998725891
validation[          , genome  6803] predictions:    9629/  10000 (96.29%), best:    9748/10000 (97.48%), error:      1274.94568, best error:       814.62250 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 88.8195343018s, input_fired_time: 1.1285018921, output_fired_time: 0.8007885218, propagate_forward_time: 32.9958152771, propagate_backward_time: 50.4878273010, weight_update_time: 0.1778018326, other_time: 3.4066009521
epoch time: 7.4714646339s, input_fired_time: 0.1283381134, output_fired_time: 0.0000000000, propagate_forward_time: 6.7348933220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6082329750
validation[          , genome  6803] predictions:    9692/  10000 (96.92%), best:    9748/10000 (97.48%), error:      1002.99127, best error:       814.62250 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 89.1170806885s, input_fired_time: 1.1780781746, output_fired_time: 0.8302205205, propagate_forward_time: 33.2161178589, propagate_backward_time: 50.4753341675, weight_update_time: 0.1937668473, other_time: 3.4173278809
epoch time: 7.3328413963s, input_fired_time: 0.1294855773, output_fired_time: 0.0000000000, propagate_forward_time: 6.6241817474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5791740417
validation[          , genome  6803] predictions:    9734/  10000 (97.34%), best:    9748/10000 (97.48%), error:       845.55939, best error:       814.62250 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 89.0577468872s, input_fired_time: 1.1418853998, output_fired_time: 0.8027817011, propagate_forward_time: 33.1717300415, propagate_backward_time: 50.4957542419, weight_update_time: 0.1799809337, other_time: 3.4455986023
epoch time: 7.3306417465s, input_fired_time: 0.1333624274, output_fired_time: 0.0000000000, propagate_forward_time: 6.5971560478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6001234055
validation[          , genome  6803] predictions:    9703/  10000 (97.03%), best:    9748/10000 (97.48%), error:       964.56805, best error:       814.62250 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 89.1083145142s, input_fired_time: 1.1393008232, output_fired_time: 0.8116436601, propagate_forward_time: 33.0971260071, propagate_backward_time: 50.6545753479, weight_update_time: 0.1790309548, other_time: 3.4056701660
epoch time: 7.3894329071s, input_fired_time: 0.1324049830, output_fired_time: 0.0000000000, propagate_forward_time: 6.6757283211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5812997818
validation[          , genome  6803] predictions:    9740/  10000 (97.40%), best:    9748/10000 (97.48%), error:       835.87128, best error:       814.62250 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 89.4995803833s, input_fired_time: 1.1577838659, output_fired_time: 0.8315054774, propagate_forward_time: 33.4307785034, propagate_backward_time: 50.6585273743, weight_update_time: 0.1839932352, other_time: 3.4209861755
epoch time: 7.3573541641s, input_fired_time: 0.1320749372, output_fired_time: 0.0000000000, propagate_forward_time: 6.6015443802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6237349510
validation[          , genome  6803] predictions:    9744/  10000 (97.44%), best:    9748/10000 (97.48%), error:       842.38312, best error:       814.62250 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 88.9076232910s, input_fired_time: 1.1919479370, output_fired_time: 0.8051159382, propagate_forward_time: 33.2326507568, propagate_backward_time: 50.2773323059, weight_update_time: 0.2020204514, other_time: 3.4005775452
epoch time: 7.3020534515s, input_fired_time: 0.1333095282, output_fired_time: 0.0000000000, propagate_forward_time: 6.5851645470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5835795403
validation[          , genome  6803] predictions:    9676/  10000 (96.76%), best:    9748/10000 (97.48%), error:      1042.42053, best error:       814.62250 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 89.5725097656s, input_fired_time: 1.1529631615, output_fired_time: 0.8068260550, propagate_forward_time: 33.3373641968, propagate_backward_time: 50.7318840027, weight_update_time: 0.1795564294, other_time: 3.5434761047
epoch time: 7.4050517082s, input_fired_time: 0.1333238631, output_fired_time: 0.0000000000, propagate_forward_time: 6.6724400520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5992879868
validation[          , genome  6803] predictions:    9713/  10000 (97.13%), best:    9748/10000 (97.48%), error:       940.48486, best error:       814.62250 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 89.1430358887s, input_fired_time: 1.1551154852, output_fired_time: 0.8123109341, propagate_forward_time: 33.2620544434, propagate_backward_time: 50.4848289490, weight_update_time: 0.1823653877, other_time: 3.4287300110
epoch time: 7.3684844971s, input_fired_time: 0.1331103593, output_fired_time: 0.0000000000, propagate_forward_time: 6.6398558617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5955181122
validation[          , genome  6803] predictions:    9510/  10000 (95.10%), best:    9748/10000 (97.48%), error:      1665.42224, best error:       814.62250 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 88.7879028320s, input_fired_time: 1.1509758234, output_fired_time: 0.8192458153, propagate_forward_time: 33.0848312378, propagate_backward_time: 50.3313026428, weight_update_time: 0.1784767807, other_time: 3.4015464783
epoch time: 7.3667664528s, input_fired_time: 0.1324256808, output_fired_time: 0.0000000000, propagate_forward_time: 6.6588983536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5754423141
validation[          , genome  6803] predictions:    9709/  10000 (97.09%), best:    9748/10000 (97.48%), error:       977.43982, best error:       814.62250 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 89.3336410522s, input_fired_time: 1.1492992640, output_fired_time: 0.8310158253, propagate_forward_time: 33.3438453674, propagate_backward_time: 50.5851135254, weight_update_time: 0.1783981472, other_time: 3.4243659973
epoch time: 7.3259000778s, input_fired_time: 0.1320688426, output_fired_time: 0.0000000000, propagate_forward_time: 6.6085729599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5852584839
validation[          , genome  6803] predictions:    9742/  10000 (97.42%), best:    9748/10000 (97.48%), error:       853.08026, best error:       814.62250 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 89.1376419067s, input_fired_time: 1.1894534826, output_fired_time: 0.8330908418, propagate_forward_time: 33.1975593567, propagate_backward_time: 50.4599914551, weight_update_time: 0.1784358919, other_time: 3.4575462341
epoch time: 7.4238481522s, input_fired_time: 0.1366428137, output_fired_time: 0.0000000000, propagate_forward_time: 6.6889524460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5982527733
validation[          , genome  6803] predictions:    9753/  10000 (97.53%), best:    9748/10000 (97.48%), error:       816.07123, best error:       814.62250 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 89.3708877563s, input_fired_time: 1.1628707647, output_fired_time: 0.8113692403, propagate_forward_time: 33.2804603577, propagate_backward_time: 50.6074447632, weight_update_time: 0.1801846474, other_time: 3.5087394714
epoch time: 7.3795552254s, input_fired_time: 0.1309494376, output_fired_time: 0.0000000000, propagate_forward_time: 6.6593523026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5892534256
validation[          , genome  6803] predictions:    9757/  10000 (97.57%), best:    9748/10000 (97.48%), error:       819.76788, best error:       814.62250 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 89.4104843140s, input_fired_time: 1.1745111942, output_fired_time: 0.8089765906, propagate_forward_time: 33.4871788025, propagate_backward_time: 50.5332794189, weight_update_time: 0.1817530096, other_time: 3.4065361023
epoch time: 7.3555002213s, input_fired_time: 0.1329710633, output_fired_time: 0.0000000000, propagate_forward_time: 6.6394047737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5831241608
validation[          , genome  6803] predictions:    9701/  10000 (97.01%), best:    9748/10000 (97.48%), error:       970.93555, best error:       814.62250 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 90.0074005127s, input_fired_time: 1.1727092266, output_fired_time: 0.8275212049, propagate_forward_time: 33.2965850830, propagate_backward_time: 51.2795562744, weight_update_time: 0.1829031408, other_time: 3.4310302734
epoch time: 8.3551149368s, input_fired_time: 0.1345430315, output_fired_time: 0.0000000000, propagate_forward_time: 7.5561995506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643719673
validation[          , genome  6803] predictions:    9737/  10000 (97.37%), best:    9748/10000 (97.48%), error:       840.63141, best error:       814.62250 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 89.1761627197s, input_fired_time: 1.1673144102, output_fired_time: 0.8044921756, propagate_forward_time: 33.2572860718, propagate_backward_time: 50.5169410706, weight_update_time: 0.1815233231, other_time: 3.4301338196
epoch time: 7.4663887024s, input_fired_time: 0.1902113557, output_fired_time: 0.0000000000, propagate_forward_time: 6.6905193329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856580734
validation[          , genome  6803] predictions:    9696/  10000 (96.96%), best:    9748/10000 (97.48%), error:      1022.64734, best error:       814.62250 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 89.3288116455s, input_fired_time: 1.1603665352, output_fired_time: 0.8136827350, propagate_forward_time: 33.2543792725, propagate_backward_time: 50.6660499573, weight_update_time: 0.1847108752, other_time: 3.4343299866
epoch time: 7.4869041443s, input_fired_time: 0.1358694732, output_fired_time: 0.0000000000, propagate_forward_time: 6.7564525604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945820808
validation[          , genome  6803] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       948.32617, best error:       814.62250 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 89.1818389893s, input_fired_time: 1.1642357111, output_fired_time: 0.8281595707, propagate_forward_time: 32.9724044800, propagate_backward_time: 50.8082618713, weight_update_time: 0.1795161963, other_time: 3.4087715149
epoch time: 7.4673180580s, input_fired_time: 0.1326283216, output_fired_time: 0.0000000000, propagate_forward_time: 6.7561345100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5785551071
validation[          , genome  6803] predictions:    9727/  10000 (97.27%), best:    9748/10000 (97.48%), error:       854.86639, best error:       814.62250 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 89.3557128906s, input_fired_time: 1.1666578054, output_fired_time: 0.8221366405, propagate_forward_time: 33.1070480347, propagate_backward_time: 50.7184638977, weight_update_time: 0.1903807968, other_time: 3.5414085388
epoch time: 7.4164299965s, input_fired_time: 0.1368752569, output_fired_time: 0.0000000000, propagate_forward_time: 6.6939353943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856194496
validation[          , genome  6803] predictions:    9674/  10000 (96.74%), best:    9748/10000 (97.48%), error:      1101.41492, best error:       814.62250 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 89.1274108887s, input_fired_time: 1.2009382248, output_fired_time: 0.8160474300, propagate_forward_time: 33.0480842590, propagate_backward_time: 50.6365165710, weight_update_time: 0.1871164143, other_time: 3.4258270264
epoch time: 7.3812789917s, input_fired_time: 0.1338386238, output_fired_time: 0.0000000000, propagate_forward_time: 6.6451807022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6022596359
validation[          , genome  6803] predictions:    9730/  10000 (97.30%), best:    9748/10000 (97.48%), error:       864.62408, best error:       814.62250 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 88.9999771118s, input_fired_time: 1.1582877636, output_fired_time: 0.8132331371, propagate_forward_time: 33.1802177429, propagate_backward_time: 50.4242515564, weight_update_time: 0.1805466115, other_time: 3.4239883423
epoch time: 7.5100831985s, input_fired_time: 0.1405816376, output_fired_time: 0.0000000000, propagate_forward_time: 6.7774329185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5920686722
validation[          , genome  6803] predictions:    9691/  10000 (96.91%), best:    9748/10000 (97.48%), error:       964.57507, best error:       814.62250 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 89.3953628540s, input_fired_time: 1.1643862724, output_fired_time: 0.8292263746, propagate_forward_time: 33.2173538208, propagate_backward_time: 50.7300338745, weight_update_time: 0.1807591617, other_time: 3.4543685913
epoch time: 7.3038187027s, input_fired_time: 0.1319377571, output_fired_time: 0.0000000000, propagate_forward_time: 6.5937376022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5781431198
validation[          , genome  6803] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       952.37573, best error:       814.62250 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 89.3283615112s, input_fired_time: 1.1612679958, output_fired_time: 0.8376388550, propagate_forward_time: 33.2410087585, propagate_backward_time: 50.6138534546, weight_update_time: 0.1819629669, other_time: 3.4745903015
epoch time: 7.4546604156s, input_fired_time: 0.1311603040, output_fired_time: 0.0000000000, propagate_forward_time: 6.7186694145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6048307419
validation[          , genome  6803] predictions:    9684/  10000 (96.84%), best:    9748/10000 (97.48%), error:      1060.71802, best error:       814.62250 on epoch:    67, 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: 36.8289337158s, input_fired_time: 0.6711239815, output_fired_time: 0.0000000000, propagate_forward_time: 33.2349014282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9229087830
best training[          , genome  6803] predictions:   49514/  50000 (99.03%), best:    9748/10000 (97.48%), error:      1818.66589, best error:       814.62250 on epoch:    67, 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: 7.8377180099s, input_fired_time: 0.1301784664, output_fired_time: 0.0000000000, propagate_forward_time: 6.7763266563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9312129021
   testing[          , genome  6803] predictions:    9743/  10000 (97.43%), best:    9748/10000 (97.48%), error:       765.82587, best error:       814.62250 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:12:49 (25786): called boinc_finish(0)

</stderr_txt>
]]>