Nameexact_genome_1512568488_44_7001_1
Workunit2606289
Created7 Dec 2017, 23:07:22 UTC
Sent7 Dec 2017, 23:17:46 UTC
Report deadline13 Dec 2017, 13:06:50 UTC
Received8 Dec 2017, 6:41:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57657
Run time3 hours 16 min 28 sec
CPU time2 hours 45 min 9 sec
Validate stateValid
Credit1,393.94
Device peak FLOPS2.65 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.75 MB
Peak swap size158.43 MB
Peak disk usage1.79 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
 propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0402717590
validation[          , genome  7001] predictions:    9537/  10000 (95.37%), best:    9676/10000 (96.76%), error:      1489.95728, best error:      1149.02283 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 128.1663208008s, input_fired_time: 1.7254765034, output_fired_time: 1.7046253681, propagate_forward_time: 46.3838844299, propagate_backward_time: 73.8718109131, weight_update_time: 0.1329271048, other_time: 4.4805145264
epoch time: 10.4238872528s, input_fired_time: 0.3984959126, output_fired_time: 0.0000000000, propagate_forward_time: 8.9756822586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0497093201
validation[          , genome  7001] predictions:    9549/  10000 (95.49%), best:    9676/10000 (96.76%), error:      1428.67786, best error:      1149.02283 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 128.0254211426s, input_fired_time: 2.4722373486, output_fired_time: 1.9536695480, propagate_forward_time: 46.5543060303, propagate_backward_time: 73.5775756836, weight_update_time: 0.1324523687, other_time: 3.4676361084
epoch time: 10.4895887375s, input_fired_time: 0.1446192265, output_fired_time: 0.0000000000, propagate_forward_time: 9.7980976105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468721390
validation[          , genome  7001] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:      1012.51825, best error:      1012.51825 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 128.2337341309s, input_fired_time: 1.4762045145, output_fired_time: 1.7114710808, propagate_forward_time: 47.7002906799, propagate_backward_time: 74.1148910522, weight_update_time: 0.1325076669, other_time: 3.2308731079
epoch time: 10.3120489120s, input_fired_time: 0.1468916386, output_fired_time: 0.0000000000, propagate_forward_time: 9.6134729385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516843796
validation[          , genome  7001] predictions:    9670/  10000 (96.70%), best:    9705/10000 (97.05%), error:      1077.13477, best error:      1012.51825 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 127.7285919189s, input_fired_time: 1.2252681255, output_fired_time: 1.7058267593, propagate_forward_time: 48.9951820374, propagate_backward_time: 72.3161392212, weight_update_time: 0.1329265535, other_time: 3.4861831665
epoch time: 10.5675506592s, input_fired_time: 0.1464409381, output_fired_time: 0.0000000000, propagate_forward_time: 9.6260128021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7950973511
validation[          , genome  7001] predictions:    9653/  10000 (96.53%), best:    9705/10000 (97.05%), error:      1175.68921, best error:      1012.51825 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 127.5301895142s, input_fired_time: 1.7287173271, output_fired_time: 1.4521152973, propagate_forward_time: 49.1895256042, propagate_backward_time: 70.4335556030, weight_update_time: 0.1344364434, other_time: 4.7262802124
epoch time: 10.7975387573s, input_fired_time: 0.1479891688, output_fired_time: 0.0000000000, propagate_forward_time: 10.0901956558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593538284
validation[          , genome  7001] predictions:    9406/  10000 (94.06%), best:    9705/10000 (97.05%), error:      1858.47620, best error:      1012.51825 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 128.9193572998s, input_fired_time: 2.2312622070, output_fired_time: 1.9568208456, propagate_forward_time: 48.2664299011, propagate_backward_time: 71.7079925537, weight_update_time: 0.1336591095, other_time: 4.7568511963
epoch time: 10.6636095047s, input_fired_time: 0.4031206965, output_fired_time: 0.0000000000, propagate_forward_time: 9.6983146667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5621738434
validation[          , genome  7001] predictions:    9666/  10000 (96.66%), best:    9705/10000 (97.05%), error:      1130.74292, best error:      1012.51825 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 128.2658843994s, input_fired_time: 1.7273898125, output_fired_time: 1.2084851265, propagate_forward_time: 48.2259521484, propagate_backward_time: 72.8615264893, weight_update_time: 0.1331515163, other_time: 4.2425308228
epoch time: 10.4118289948s, input_fired_time: 0.4045089781, output_fired_time: 0.0000000000, propagate_forward_time: 9.2069025040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8004179001
validation[          , genome  7001] predictions:    9401/  10000 (94.01%), best:    9705/10000 (97.05%), error:      1872.77515, best error:      1012.51825 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 128.0888061523s, input_fired_time: 1.4790647030, output_fired_time: 1.7037240267, propagate_forward_time: 49.4730186462, propagate_backward_time: 71.1943054199, weight_update_time: 0.3829232752, other_time: 4.2386932373
epoch time: 10.6600770950s, input_fired_time: 0.1502543986, output_fired_time: 0.0000000000, propagate_forward_time: 9.9549875259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5548353195
validation[          , genome  7001] predictions:    9534/  10000 (95.34%), best:    9705/10000 (97.05%), error:      1479.60278, best error:      1012.51825 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 128.2828216553s, input_fired_time: 1.2296321392, output_fired_time: 1.4545934200, propagate_forward_time: 48.4477081299, propagate_backward_time: 73.9171524048, weight_update_time: 0.1358806491, other_time: 3.2337417603
epoch time: 10.1466217041s, input_fired_time: 0.1442653537, output_fired_time: 0.0000000000, propagate_forward_time: 9.2104873657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7918691635
validation[          , genome  7001] predictions:    9682/  10000 (96.82%), best:    9705/10000 (97.05%), error:      1067.60193, best error:      1012.51825 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 133.7504272461s, input_fired_time: 1.5130680799, output_fired_time: 1.7497223616, propagate_forward_time: 50.3243064880, propagate_backward_time: 76.5872344971, weight_update_time: 0.1373931617, other_time: 3.5760955811
epoch time: 11.3770885468s, input_fired_time: 0.1538599432, output_fired_time: 0.0000000000, propagate_forward_time: 10.1575183868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0657100677
validation[          , genome  7001] predictions:    9639/  10000 (96.39%), best:    9705/10000 (97.05%), error:      1162.56335, best error:      1012.51825 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 135.6407165527s, input_fired_time: 1.2750260830, output_fired_time: 1.2868461609, propagate_forward_time: 52.0379028320, propagate_backward_time: 76.9292831421, weight_update_time: 0.1423882395, other_time: 4.1116561890
epoch time: 11.0321378708s, input_fired_time: 0.1533073038, output_fired_time: 0.0000000000, propagate_forward_time: 10.3141794205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5646514893
validation[          , genome  7001] predictions:    9412/  10000 (94.12%), best:    9705/10000 (97.05%), error:      1895.18262, best error:      1012.51825 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 135.2709045410s, input_fired_time: 2.0355648994, output_fired_time: 1.7665801048, propagate_forward_time: 50.5437850952, propagate_backward_time: 77.3347167969, weight_update_time: 0.1413453519, other_time: 3.5902481079
epoch time: 11.0173072815s, input_fired_time: 0.1543029547, output_fired_time: 0.0000000000, propagate_forward_time: 9.7969446182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0660600662
validation[          , genome  7001] predictions:    9471/  10000 (94.71%), best:    9705/10000 (97.05%), error:      1628.85254, best error:      1012.51825 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 134.8227691650s, input_fired_time: 1.5201992989, output_fired_time: 1.5081467628, propagate_forward_time: 52.1627159119, propagate_backward_time: 75.7928543091, weight_update_time: 0.1383626610, other_time: 3.8388442993
epoch time: 12.6850833893s, input_fired_time: 0.1622222811, output_fired_time: 0.0000000000, propagate_forward_time: 11.5703363419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9525251389
validation[          , genome  7001] predictions:    9695/  10000 (96.95%), best:    9705/10000 (97.05%), error:      1019.58313, best error:      1012.51825 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 141.7389526367s, input_fired_time: 1.8593188524, output_fired_time: 1.8287705183, propagate_forward_time: 53.1725578308, propagate_backward_time: 81.1595458984, weight_update_time: 0.1418022513, other_time: 3.7187652588
epoch time: 12.7567481995s, input_fired_time: 0.1698588729, output_fired_time: 0.0000000000, propagate_forward_time: 11.1333341599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4535551071
validation[          , genome  7001] predictions:    9645/  10000 (96.45%), best:    9705/10000 (97.05%), error:      1152.58813, best error:      1012.51825 on epoch:    16, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 138.1072540283s, input_fired_time: 1.3506541252, output_fired_time: 1.5903075933, propagate_forward_time: 49.2893562317, propagate_backward_time: 80.8443832397, weight_update_time: 0.3938353062, other_time: 5.0325698853
epoch time: 10.9657745361s, input_fired_time: 0.1597378403, output_fired_time: 0.0000000000, propagate_forward_time: 10.2063598633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996770859
validation[          , genome  7001] predictions:    9663/  10000 (96.63%), best:    9705/10000 (97.05%), error:      1144.91663, best error:      1012.51825 on epoch:    16, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 140.0742797852s, input_fired_time: 1.8980814219, output_fired_time: 1.6153149605, propagate_forward_time: 51.8054504395, propagate_backward_time: 80.7621841431, weight_update_time: 0.3934900165, other_time: 3.9932479858
epoch time: 11.3470182419s, input_fired_time: 0.1651425362, output_fired_time: 0.0000000000, propagate_forward_time: 10.5892658234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926094055
validation[          , genome  7001] predictions:    9700/  10000 (97.00%), best:    9705/10000 (97.05%), error:      1019.66718, best error:      1012.51825 on epoch:    16, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 140.1268005371s, input_fired_time: 1.8300027847, output_fired_time: 1.9364730120, propagate_forward_time: 52.2180747986, propagate_backward_time: 79.4291763306, weight_update_time: 0.3928217590, other_time: 4.7130661011
epoch time: 11.3749589920s, input_fired_time: 0.1593916267, output_fired_time: 0.0000000000, propagate_forward_time: 10.3520898819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8634777069
validation[          , genome  7001] predictions:    9684/  10000 (96.84%), best:    9705/10000 (97.05%), error:      1046.80603, best error:      1012.51825 on epoch:    16, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 138.4731597900s, input_fired_time: 1.5613710880, output_fired_time: 1.3379288912, propagate_forward_time: 51.9546432495, propagate_backward_time: 80.4323120117, weight_update_time: 0.1425653845, other_time: 3.1868972778
epoch time: 11.6589393616s, input_fired_time: 0.4218548834, output_fired_time: 0.0000000000, propagate_forward_time: 10.1309089661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1061754227
validation[          , genome  7001] predictions:    9637/  10000 (96.37%), best:    9705/10000 (97.05%), error:      1263.06189, best error:      1012.51825 on epoch:    16, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 137.9029388428s, input_fired_time: 1.3116307259, output_fired_time: 2.0476450920, propagate_forward_time: 50.0805130005, propagate_backward_time: 79.2055282593, weight_update_time: 0.1412742287, other_time: 5.2576293945
epoch time: 11.1982431412s, input_fired_time: 0.1568529010, output_fired_time: 0.0000000000, propagate_forward_time: 10.2207698822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8206205368
validation[          , genome  7001] predictions:    9602/  10000 (96.02%), best:    9705/10000 (97.05%), error:      1326.96948, best error:      1012.51825 on epoch:    16, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 139.2362518311s, input_fired_time: 1.6763198376, output_fired_time: 2.1262514591, propagate_forward_time: 54.0480003357, propagate_backward_time: 77.9094009399, weight_update_time: 0.1566486806, other_time: 3.4762802124
epoch time: 11.1588315964s, input_fired_time: 0.1580744535, output_fired_time: 0.0000000000, propagate_forward_time: 9.9185562134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0822010040
validation[          , genome  7001] predictions:    9600/  10000 (96.00%), best:    9705/10000 (97.05%), error:      1318.02893, best error:      1012.51825 on epoch:    16, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 138.3705749512s, input_fired_time: 1.8120157719, output_fired_time: 2.0978429317, propagate_forward_time: 53.2089042664, propagate_backward_time: 77.1240081787, weight_update_time: 0.1400942504, other_time: 4.1278076172
epoch time: 11.2959680557s, input_fired_time: 0.1585465819, output_fired_time: 0.0000000000, propagate_forward_time: 10.3040723801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8333492279
validation[          , genome  7001] predictions:    9674/  10000 (96.74%), best:    9705/10000 (97.05%), error:      1087.99878, best error:      1012.51825 on epoch:    16, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 138.9509124756s, input_fired_time: 1.8157891035, output_fired_time: 2.1856770515, propagate_forward_time: 54.4442214966, propagate_backward_time: 76.5203399658, weight_update_time: 0.1595501155, other_time: 3.9848709106
epoch time: 11.3164854050s, input_fired_time: 0.1733630151, output_fired_time: 0.0000000000, propagate_forward_time: 10.3188734055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8242492676
validation[          , genome  7001] predictions:    9660/  10000 (96.60%), best:    9705/10000 (97.05%), error:      1093.97217, best error:      1012.51825 on epoch:    16, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 139.9873657227s, input_fired_time: 1.5784720182, output_fired_time: 1.4108135700, propagate_forward_time: 52.6454429626, propagate_backward_time: 80.5928955078, weight_update_time: 0.1422892213, other_time: 3.7597351074
epoch time: 11.0900897980s, input_fired_time: 0.1600938290, output_fired_time: 0.0000000000, propagate_forward_time: 9.8128108978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1171846390
validation[          , genome  7001] predictions:    9526/  10000 (95.26%), best:    9705/10000 (97.05%), error:      1510.92444, best error:      1012.51825 on epoch:    16, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 142.5721130371s, input_fired_time: 1.9219040871, output_fired_time: 2.2293577194, propagate_forward_time: 52.0131683350, propagate_backward_time: 81.7077255249, weight_update_time: 0.3975811005, other_time: 4.6999588013
epoch time: 11.6117029190s, input_fired_time: 0.1650349796, output_fired_time: 0.0000000000, propagate_forward_time: 10.5388956070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9077720642
validation[          , genome  7001] predictions:    9629/  10000 (96.29%), best:    9705/10000 (97.05%), error:      1149.70093, best error:      1012.51825 on epoch:    16, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 141.4627532959s, input_fired_time: 1.5998893976, output_fired_time: 2.2447421551, propagate_forward_time: 52.4524574280, propagate_backward_time: 79.5490798950, weight_update_time: 0.6443139911, other_time: 5.6166000366
epoch time: 11.1936178207s, input_fired_time: 0.1589809060, output_fired_time: 0.0000000000, propagate_forward_time: 10.4641256332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5705108643
validation[          , genome  7001] predictions:    9674/  10000 (96.74%), best:    9705/10000 (97.05%), error:      1115.39978, best error:      1012.51825 on epoch:    16, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 140.4082031250s, input_fired_time: 1.6665364504, output_fired_time: 2.1173779964, propagate_forward_time: 51.7379722595, propagate_backward_time: 81.3044357300, weight_update_time: 0.3968096972, other_time: 3.5818862915
epoch time: 11.2085447311s, input_fired_time: 0.4095260799, output_fired_time: 0.0000000000, propagate_forward_time: 9.9685754776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8304433823
validation[          , genome  7001] predictions:    9681/  10000 (96.81%), best:    9705/10000 (97.05%), error:      1094.00464, best error:      1012.51825 on epoch:    16, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 143.4246978760s, input_fired_time: 1.6788847446, output_fired_time: 2.1717743874, propagate_forward_time: 56.1664924622, propagate_backward_time: 78.8660583496, weight_update_time: 0.1440627128, other_time: 4.5415039063
epoch time: 11.4204616547s, input_fired_time: 0.4278206825, output_fired_time: 0.0000000000, propagate_forward_time: 10.3528070450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6398344040
validation[          , genome  7001] predictions:    9685/  10000 (96.85%), best:    9705/10000 (97.05%), error:      1065.37402, best error:      1012.51825 on epoch:    16, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 142.1265869141s, input_fired_time: 1.9262588024, output_fired_time: 1.6575013399, propagate_forward_time: 52.7063140869, propagate_backward_time: 81.8261337280, weight_update_time: 0.1516794562, other_time: 4.0103836060
epoch time: 11.8329334259s, input_fired_time: 0.1765726209, output_fired_time: 0.0000000000, propagate_forward_time: 10.9796895981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6766710281
validation[          , genome  7001] predictions:    9638/  10000 (96.38%), best:    9705/10000 (97.05%), error:      1195.69507, best error:      1012.51825 on epoch:    16, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 141.6785736084s, input_fired_time: 2.1078546047, output_fired_time: 1.6710692644, propagate_forward_time: 51.5499343872, propagate_backward_time: 81.7062835693, weight_update_time: 0.1454487145, other_time: 4.6434402466
epoch time: 11.6335687637s, input_fired_time: 0.1721610278, output_fired_time: 0.0000000000, propagate_forward_time: 10.5474901199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9139175415
validation[          , genome  7001] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       925.29602, best error:       925.29602 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 144.4506530762s, input_fired_time: 2.3715929985, output_fired_time: 2.1885721684, propagate_forward_time: 51.8201599121, propagate_backward_time: 83.4276504517, weight_update_time: 0.1524254382, other_time: 4.6426773071
epoch time: 10.9520902634s, input_fired_time: 0.1689979732, output_fired_time: 0.0000000000, propagate_forward_time: 9.9104166031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8726758957
validation[          , genome  7001] predictions:    9702/  10000 (97.02%), best:    9732/10000 (97.32%), error:       966.16992, best error:       925.29602 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 130.3963012695s, input_fired_time: 2.0540449619, output_fired_time: 1.5496919155, propagate_forward_time: 47.0770568848, propagate_backward_time: 75.3060073853, weight_update_time: 0.3929867744, other_time: 4.4095001221
epoch time: 10.7345619202s, input_fired_time: 0.1653350592, output_fired_time: 0.0000000000, propagate_forward_time: 9.7163009644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8529262543
validation[          , genome  7001] predictions:    9654/  10000 (96.54%), best:    9732/10000 (97.32%), error:      1138.40601, best error:       925.29602 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 130.6869201660s, input_fired_time: 1.5292834044, output_fired_time: 1.5209170580, propagate_forward_time: 49.2363433838, propagate_backward_time: 74.5477905273, weight_update_time: 0.1401868463, other_time: 3.8525848389
epoch time: 10.3445997238s, input_fired_time: 0.1598786712, output_fired_time: 0.0000000000, propagate_forward_time: 9.3511819839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8335390091
validation[          , genome  7001] predictions:    9695/  10000 (96.95%), best:    9732/10000 (97.32%), error:       993.85022, best error:       925.29602 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 130.2710723877s, input_fired_time: 1.2828866243, output_fired_time: 2.0172386169, propagate_forward_time: 48.5206298828, propagate_backward_time: 74.3642730713, weight_update_time: 0.1387670636, other_time: 4.0860443115
epoch time: 10.6288690567s, input_fired_time: 0.1631886810, output_fired_time: 0.0000000000, propagate_forward_time: 9.6153774261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8503026962
validation[          , genome  7001] predictions:    9635/  10000 (96.35%), best:    9732/10000 (97.32%), error:      1137.20483, best error:       925.29602 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 129.9002380371s, input_fired_time: 2.0531425476, output_fired_time: 1.2955915928, propagate_forward_time: 47.8830986023, propagate_backward_time: 74.2900314331, weight_update_time: 0.1402928084, other_time: 4.3783645630
epoch time: 10.4544506073s, input_fired_time: 0.1586531550, output_fired_time: 0.0000000000, propagate_forward_time: 9.4651269913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8306703568
validation[          , genome  7001] predictions:    9614/  10000 (96.14%), best:    9732/10000 (97.32%), error:      1227.39075, best error:       925.29602 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 130.0825042725s, input_fired_time: 1.8055840731, output_fired_time: 2.0495245457, propagate_forward_time: 49.6119728088, propagate_backward_time: 71.9782714844, weight_update_time: 0.1420151591, other_time: 4.6371459961
epoch time: 10.7689132690s, input_fired_time: 0.1548365653, output_fired_time: 0.0000000000, propagate_forward_time: 9.7975168228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8165597916
validation[          , genome  7001] predictions:    9446/  10000 (94.46%), best:    9732/10000 (97.32%), error:      1737.91980, best error:       925.29602 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 130.4597015381s, input_fired_time: 1.7963222265, output_fired_time: 1.5452032089, propagate_forward_time: 46.9465942383, propagate_backward_time: 75.3149566650, weight_update_time: 0.3897752166, other_time: 4.8566207886
epoch time: 10.5220823288s, input_fired_time: 0.1561646014, output_fired_time: 0.0000000000, propagate_forward_time: 9.5343027115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8316154480
validation[          , genome  7001] predictions:    9715/  10000 (97.15%), best:    9732/10000 (97.32%), error:       980.06982, best error:       925.29602 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 129.9885253906s, input_fired_time: 1.2701427937, output_fired_time: 1.5070128441, propagate_forward_time: 49.0843124390, propagate_backward_time: 74.0742797852, weight_update_time: 0.1363343447, other_time: 4.0527801514
epoch time: 10.4463310242s, input_fired_time: 0.1519957036, output_fired_time: 0.0000000000, propagate_forward_time: 8.9959783554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2983570099
validation[          , genome  7001] predictions:    9656/  10000 (96.56%), best:    9732/10000 (97.32%), error:      1150.10217, best error:       925.29602 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 128.1753997803s, input_fired_time: 1.7386591434, output_fired_time: 1.9502564669, propagate_forward_time: 47.0360145569, propagate_backward_time: 73.9656677246, weight_update_time: 0.1331699044, other_time: 3.4848022461
epoch time: 10.5908432007s, input_fired_time: 0.1496480107, output_fired_time: 0.0000000000, propagate_forward_time: 9.8929748535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482206345
validation[          , genome  7001] predictions:    9676/  10000 (96.76%), best:    9732/10000 (97.32%), error:      1084.00403, best error:       925.29602 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 128.2954711914s, input_fired_time: 1.4928200245, output_fired_time: 1.4517866373, propagate_forward_time: 49.7658042908, propagate_backward_time: 71.8506851196, weight_update_time: 0.1339115053, other_time: 3.7343673706
epoch time: 10.3326816559s, input_fired_time: 0.3998648524, output_fired_time: 0.0000000000, propagate_forward_time: 9.1334800720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7993364334
validation[          , genome  7001] predictions:    9714/  10000 (97.14%), best:    9732/10000 (97.32%), error:       965.10718, best error:       925.29602 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 127.4143676758s, input_fired_time: 1.2397781610, output_fired_time: 1.7057807446, propagate_forward_time: 47.5106163025, propagate_backward_time: 72.7392883301, weight_update_time: 0.1325732768, other_time: 4.2189025879
epoch time: 10.2710809708s, input_fired_time: 0.1517575532, output_fired_time: 0.0000000000, propagate_forward_time: 9.5702867508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5490369797
validation[          , genome  7001] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:       988.89917, best error:       925.29602 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 102.9684448242s, input_fired_time: 1.4259657860, output_fired_time: 1.1149456501, propagate_forward_time: 38.4134979248, propagate_backward_time: 59.1821289063, weight_update_time: 0.1240790933, other_time: 2.8319091797
epoch time: 6.6129794121s, input_fired_time: 0.1329596490, output_fired_time: 0.0000000000, propagate_forward_time: 5.9870572090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929623604
validation[          , genome  7001] predictions:    9701/  10000 (97.01%), best:    9732/10000 (97.32%), error:      1052.38733, best error:       925.29602 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 83.9415283203s, input_fired_time: 1.1457346678, output_fired_time: 1.0599600077, propagate_forward_time: 30.8883934021, propagate_backward_time: 48.1041679382, weight_update_time: 0.1193714440, other_time: 2.7432708740
epoch time: 6.6091175079s, input_fired_time: 0.1329469085, output_fired_time: 0.0000000000, propagate_forward_time: 5.9850063324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4911642075
validation[          , genome  7001] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       923.58032, best error:       923.58032 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 83.8425140381s, input_fired_time: 1.1440627575, output_fired_time: 1.0579885244, propagate_forward_time: 30.9768772125, propagate_backward_time: 47.9228553772, weight_update_time: 0.1192875206, other_time: 2.7407264709
epoch time: 6.9166302681s, input_fired_time: 0.1403719783, output_fired_time: 0.0000000000, propagate_forward_time: 6.2668976784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093607903
validation[          , genome  7001] predictions:    9661/  10000 (96.61%), best:    9722/10000 (97.22%), error:      1156.55640, best error:       923.58032 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 83.8629837036s, input_fired_time: 1.1429308653, output_fired_time: 1.0575830936, propagate_forward_time: 30.9603672028, propagate_backward_time: 47.9550514221, weight_update_time: 0.1196869388, other_time: 2.7470512390
epoch time: 7.0021076202s, input_fired_time: 0.1398618966, output_fired_time: 0.0000000000, propagate_forward_time: 6.3544487953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077967644
validation[          , genome  7001] predictions:    9604/  10000 (96.04%), best:    9722/10000 (97.22%), error:      1257.15100, best error:       923.58032 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 83.9794387817s, input_fired_time: 1.1459352970, output_fired_time: 1.0633894205, propagate_forward_time: 31.0621719360, propagate_backward_time: 47.9683990479, weight_update_time: 0.1187789366, other_time: 2.7395401001
epoch time: 6.7222132683s, input_fired_time: 0.1355501115, output_fired_time: 0.0000000000, propagate_forward_time: 6.0812811852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053820610
validation[          , genome  7001] predictions:    9630/  10000 (96.30%), best:    9722/10000 (97.22%), error:      1195.58545, best error:       923.58032 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 83.1140060425s, input_fired_time: 1.1395592690, output_fired_time: 1.0531947613, propagate_forward_time: 30.6965541840, propagate_backward_time: 47.4982185364, weight_update_time: 0.1192705706, other_time: 2.7264823914
epoch time: 6.8367342949s, input_fired_time: 0.1374891102, output_fired_time: 0.0000000000, propagate_forward_time: 6.1922101974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070347786
validation[          , genome  7001] predictions:    9723/  10000 (97.23%), best:    9722/10000 (97.22%), error:       973.06952, best error:       923.58032 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 83.0410308838s, input_fired_time: 1.1374393702, output_fired_time: 1.0502090454, propagate_forward_time: 30.5410194397, propagate_backward_time: 47.5900688171, weight_update_time: 0.1186764911, other_time: 2.7222976685
epoch time: 6.8511586189s, input_fired_time: 0.1371132433, output_fired_time: 0.0000000000, propagate_forward_time: 6.2063889503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5076565742
validation[          , genome  7001] predictions:    9607/  10000 (96.07%), best:    9722/10000 (97.22%), error:      1254.65210, best error:       923.58032 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 83.5596542358s, input_fired_time: 1.1456227303, output_fired_time: 1.0608028173, propagate_forward_time: 30.8003025055, propagate_backward_time: 47.8232917786, weight_update_time: 0.1188788041, other_time: 2.7296333313
epoch time: 6.6950168610s, input_fired_time: 0.1345524788, output_fired_time: 0.0000000000, propagate_forward_time: 6.0643196106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961447716
validation[          , genome  7001] predictions:    9622/  10000 (96.22%), best:    9722/10000 (97.22%), error:      1302.86719, best error:       923.58032 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 83.5862579346s, input_fired_time: 1.1433113813, output_fired_time: 1.0607229471, propagate_forward_time: 30.7722015381, propagate_backward_time: 47.8855743408, weight_update_time: 0.1186575070, other_time: 2.7244491577
epoch time: 6.8153309822s, input_fired_time: 0.1372925043, output_fired_time: 0.0000000000, propagate_forward_time: 6.1698060036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082325935
validation[          , genome  7001] predictions:    9695/  10000 (96.95%), best:    9722/10000 (97.22%), error:      1055.46204, best error:       923.58032 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 83.9382476807s, input_fired_time: 1.1483553648, output_fired_time: 1.0610667467, propagate_forward_time: 30.8943538666, propagate_backward_time: 48.0874557495, weight_update_time: 0.1195584014, other_time: 2.7470169067
epoch time: 6.8056592941s, input_fired_time: 0.1378865838, output_fired_time: 0.0000000000, propagate_forward_time: 6.1661772728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015954971
validation[          , genome  7001] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       882.59540, best error:       882.59540 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 84.0395660400s, input_fired_time: 1.1490416527, output_fired_time: 1.0633080006, propagate_forward_time: 30.9933128357, propagate_backward_time: 48.1023139954, weight_update_time: 0.1190703437, other_time: 2.7315902710
epoch time: 6.7547154427s, input_fired_time: 0.1367766708, output_fired_time: 0.0000000000, propagate_forward_time: 6.1132855415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046534538
validation[          , genome  7001] predictions:    9595/  10000 (95.95%), best:    9738/10000 (97.38%), error:      1364.98352, best error:       882.59540 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 83.6168441772s, input_fired_time: 1.1471594572, output_fired_time: 1.0624547005, propagate_forward_time: 30.8495559692, propagate_backward_time: 47.8439865112, weight_update_time: 0.1182227358, other_time: 2.7136917114
epoch time: 6.8845286369s, input_fired_time: 0.1367378086, output_fired_time: 0.0000000000, propagate_forward_time: 6.2400236130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077672005
validation[          , genome  7001] predictions:    9649/  10000 (96.49%), best:    9738/10000 (97.38%), error:      1146.40088, best error:       882.59540 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 83.9936294556s, input_fired_time: 1.1464949846, output_fired_time: 1.0662753582, propagate_forward_time: 30.8911304474, propagate_backward_time: 48.1346435547, weight_update_time: 0.1194042042, other_time: 2.7550888062
epoch time: 6.8880395889s, input_fired_time: 0.1376904100, output_fired_time: 0.0000000000, propagate_forward_time: 6.2452144623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051345825
validation[          , genome  7001] predictions:    9654/  10000 (96.54%), best:    9738/10000 (97.38%), error:      1094.97009, best error:       882.59540 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 84.4597778320s, input_fired_time: 1.1513648033, output_fired_time: 1.0651054382, propagate_forward_time: 31.1127643585, propagate_backward_time: 48.3735771179, weight_update_time: 0.1201872975, other_time: 2.7569618225
epoch time: 6.7555756569s, input_fired_time: 0.1363132596, output_fired_time: 0.0000000000, propagate_forward_time: 6.1213154793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979467392
validation[          , genome  7001] predictions:    9686/  10000 (96.86%), best:    9738/10000 (97.38%), error:      1044.04517, best error:       882.59540 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 84.0054168701s, input_fired_time: 1.1475062370, output_fired_time: 1.0619417429, propagate_forward_time: 30.9833850861, propagate_backward_time: 48.0603294373, weight_update_time: 0.1201632097, other_time: 2.7522544861
epoch time: 6.8503365517s, input_fired_time: 0.1364156604, output_fired_time: 0.0000000000, propagate_forward_time: 6.2062420845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5076789856
validation[          , genome  7001] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       882.27875, best error:       882.27875 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 84.1904449463s, input_fired_time: 1.1517803669, output_fired_time: 1.0684401989, propagate_forward_time: 31.0370979309, propagate_backward_time: 48.1867561340, weight_update_time: 0.1201361418, other_time: 2.7463684082
epoch time: 6.9791717529s, input_fired_time: 0.1389973909, output_fired_time: 0.0000000000, propagate_forward_time: 6.3362021446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5039720535
validation[          , genome  7001] predictions:    9693/  10000 (96.93%), best:    9744/10000 (97.44%), error:      1079.02222, best error:       882.27875 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 84.3978195190s, input_fired_time: 1.1538789272, output_fired_time: 1.0679203272, propagate_forward_time: 31.1742000580, propagate_backward_time: 48.2498664856, weight_update_time: 0.1197177470, other_time: 2.7519569397
epoch time: 6.7352619171s, input_fired_time: 0.1370634884, output_fired_time: 0.0000000000, propagate_forward_time: 6.0976605415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005378723
validation[          , genome  7001] predictions:    9729/  10000 (97.29%), best:    9744/10000 (97.44%), error:       930.87042, best error:       882.27875 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 84.0603942871s, input_fired_time: 1.1601366997, output_fired_time: 1.0625121593, propagate_forward_time: 30.8352317810, propagate_backward_time: 48.2660980225, weight_update_time: 0.1194872484, other_time: 2.7364158630
epoch time: 6.5804395676s, input_fired_time: 0.1368361562, output_fired_time: 0.0000000000, propagate_forward_time: 5.9559645653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4876389503
validation[          , genome  7001] predictions:    9613/  10000 (96.13%), best:    9744/10000 (97.44%), error:      1310.69348, best error:       882.27875 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 84.2457809448s, input_fired_time: 1.1543971300, output_fired_time: 1.0652552843, propagate_forward_time: 31.0397243500, propagate_backward_time: 48.2338256836, weight_update_time: 0.1200705543, other_time: 2.7525787354
epoch time: 6.8127102852s, input_fired_time: 0.1369385868, output_fired_time: 0.0000000000, propagate_forward_time: 6.1667013168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090703964
validation[          , genome  7001] predictions:    9683/  10000 (96.83%), best:    9744/10000 (97.44%), error:      1042.87329, best error:       882.27875 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 83.4340896606s, input_fired_time: 1.1405323744, output_fired_time: 1.0517838001, propagate_forward_time: 30.7964744568, propagate_backward_time: 47.7141113281, weight_update_time: 0.1186395809, other_time: 2.7311897278
epoch time: 6.7900881767s, input_fired_time: 0.1358855665, output_fired_time: 0.0000000000, propagate_forward_time: 6.1538882256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003142357
validation[          , genome  7001] predictions:    9714/  10000 (97.14%), best:    9744/10000 (97.44%), error:       978.57086, best error:       882.27875 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 83.3231124878s, input_fired_time: 1.1415327787, output_fired_time: 1.0535780191, propagate_forward_time: 30.7044010162, propagate_backward_time: 47.6943969727, weight_update_time: 0.1194784865, other_time: 2.7292022705
epoch time: 6.8191866875s, input_fired_time: 0.1370538026, output_fired_time: 0.0000000000, propagate_forward_time: 6.1793599129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027728081
validation[          , genome  7001] predictions:    9730/  10000 (97.30%), best:    9744/10000 (97.44%), error:       899.75000, best error:       882.27875 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 83.6147003174s, input_fired_time: 1.1472953558, output_fired_time: 1.0612205267, propagate_forward_time: 30.8030147552, propagate_backward_time: 47.8717460632, weight_update_time: 0.1187948063, other_time: 2.7314262390
epoch time: 6.8550782204s, input_fired_time: 0.1378102154, output_fired_time: 0.0000000000, propagate_forward_time: 6.2094001770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078678131
validation[          , genome  7001] predictions:    9721/  10000 (97.21%), best:    9744/10000 (97.44%), error:       913.71527, best error:       882.27875 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 84.2251739502s, input_fired_time: 1.1506870985, output_fired_time: 1.0610064268, propagate_forward_time: 31.0086383820, propagate_backward_time: 48.2635307312, weight_update_time: 0.1193376780, other_time: 2.7413139343
epoch time: 6.6164145470s, input_fired_time: 0.1350554079, output_fired_time: 0.0000000000, propagate_forward_time: 5.9902272224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4911317825
validation[          , genome  7001] predictions:    9738/  10000 (97.38%), best:    9744/10000 (97.44%), error:       905.61829, best error:       882.27875 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 83.9390106201s, input_fired_time: 1.1511336565, output_fired_time: 1.0674855709, propagate_forward_time: 30.9748344421, propagate_backward_time: 48.0113182068, weight_update_time: 0.1187231019, other_time: 2.7342453003
epoch time: 6.6935882568s, input_fired_time: 0.1374087334, output_fired_time: 0.0000000000, propagate_forward_time: 6.0470089912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091705322
validation[          , genome  7001] predictions:    9697/  10000 (96.97%), best:    9744/10000 (97.44%), error:      1023.70154, best error:       882.27875 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 85.3542404175s, input_fired_time: 1.1581014395, output_fired_time: 1.0789620876, propagate_forward_time: 31.5122642517, propagate_backward_time: 48.8454170227, weight_update_time: 0.1205315515, other_time: 2.7594909668
epoch time: 6.8493475914s, input_fired_time: 0.1389410943, output_fired_time: 0.0000000000, propagate_forward_time: 6.2076606750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027456284
validation[          , genome  7001] predictions:    9648/  10000 (96.48%), best:    9744/10000 (97.44%), error:      1236.06909, best error:       882.27875 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 86.5166625977s, input_fired_time: 1.1671822071, output_fired_time: 1.0940865278, propagate_forward_time: 32.0538558960, propagate_backward_time: 49.4337043762, weight_update_time: 0.1215225831, other_time: 2.7678337097
epoch time: 6.9983906746s, input_fired_time: 0.1387444139, output_fired_time: 0.0000000000, propagate_forward_time: 6.3520445824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5076017380
validation[          , genome  7001] predictions:    9699/  10000 (96.99%), best:    9744/10000 (97.44%), error:       987.27319, best error:       882.27875 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 86.4903411865s, input_fired_time: 1.1745723486, output_fired_time: 1.0874698162, propagate_forward_time: 32.0373077393, propagate_backward_time: 49.4133186340, weight_update_time: 0.1221201941, other_time: 2.7776679993
epoch time: 7.1220989227s, input_fired_time: 0.1419750005, output_fired_time: 0.0000000000, propagate_forward_time: 6.4655771255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145468712
validation[          , genome  7001] predictions:    9731/  10000 (97.31%), best:    9744/10000 (97.44%), error:       913.15863, best error:       882.27875 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 86.3928527832s, input_fired_time: 1.1700235605, output_fired_time: 1.0905464888, propagate_forward_time: 32.0349922180, propagate_backward_time: 49.3160362244, weight_update_time: 0.1230441257, other_time: 2.7812576294
epoch time: 6.9491300583s, input_fired_time: 0.1406583339, output_fired_time: 0.0000000000, propagate_forward_time: 6.3069567680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015149117
validation[          , genome  7001] predictions:    9725/  10000 (97.25%), best:    9744/10000 (97.44%), error:       900.14709, best error:       882.27875 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 86.2533035278s, input_fired_time: 1.1654115915, output_fired_time: 1.1025177240, propagate_forward_time: 31.8429031372, propagate_backward_time: 49.3864288330, weight_update_time: 0.1203748137, other_time: 2.7560424805
epoch time: 6.8906922340s, input_fired_time: 0.1376407743, output_fired_time: 0.0000000000, propagate_forward_time: 6.2471895218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5058617592
validation[          , genome  7001] predictions:    9726/  10000 (97.26%), best:    9744/10000 (97.44%), error:       943.88806, best error:       882.27875 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 86.1510543823s, input_fired_time: 1.1744788885, output_fired_time: 1.0940867662, propagate_forward_time: 31.8551311493, propagate_backward_time: 49.2672119141, weight_update_time: 0.1206395924, other_time: 2.7601470947
epoch time: 7.1317000389s, input_fired_time: 0.1422884464, output_fired_time: 0.0000000000, propagate_forward_time: 6.4701895714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5192217827
validation[          , genome  7001] predictions:    9720/  10000 (97.20%), best:    9744/10000 (97.44%), error:       922.13123, best error:       882.27875 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 86.1629333496s, input_fired_time: 1.1714196205, output_fired_time: 1.0848646164, propagate_forward_time: 31.9258518219, propagate_backward_time: 49.2135620117, weight_update_time: 0.1216060072, other_time: 2.7672424316
epoch time: 7.0006766319s, input_fired_time: 0.1417875588, output_fired_time: 0.0000000000, propagate_forward_time: 6.3487596512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5101294518
validation[          , genome  7001] predictions:    9682/  10000 (96.82%), best:    9744/10000 (97.44%), error:      1077.27966, best error:       882.27875 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 86.1107559204s, input_fired_time: 1.1647547483, output_fired_time: 1.0845479965, propagate_forward_time: 31.9545669556, propagate_backward_time: 49.1485366821, weight_update_time: 0.1208654568, other_time: 2.7583465576
epoch time: 7.0156702995s, input_fired_time: 0.1408621669, output_fired_time: 0.0000000000, propagate_forward_time: 6.3637223244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5110859871
validation[          , genome  7001] predictions:    9731/  10000 (97.31%), best:    9744/10000 (97.44%), error:       933.96826, best error:       882.27875 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 86.3173599243s, input_fired_time: 1.1693036556, output_fired_time: 1.0932703018, propagate_forward_time: 31.9857330322, propagate_backward_time: 49.3060836792, weight_update_time: 0.1210406274, other_time: 2.7629699707
epoch time: 7.0857276917s, input_fired_time: 0.1441296190, output_fired_time: 0.0000000000, propagate_forward_time: 6.4286398888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5129580498
validation[          , genome  7001] predictions:    9717/  10000 (97.17%), best:    9744/10000 (97.44%), error:      1002.82880, best error:       882.27875 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 85.9804840088s, input_fired_time: 1.1701842546, output_fired_time: 1.0752493143, propagate_forward_time: 31.9396228790, propagate_backward_time: 49.0208168030, weight_update_time: 0.1215864494, other_time: 2.7746162415
epoch time: 7.0128369331s, input_fired_time: 0.1416405588, output_fired_time: 0.0000000000, propagate_forward_time: 6.3631668091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080294609
validation[          , genome  7001] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       854.08398, best error:       854.08398 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 86.3369064331s, input_fired_time: 1.1666511297, output_fired_time: 1.0834541321, propagate_forward_time: 31.8484287262, propagate_backward_time: 49.4587821960, weight_update_time: 0.1213478893, other_time: 2.7795982361
epoch time: 7.0705924034s, input_fired_time: 0.1394244879, output_fired_time: 0.0000000000, propagate_forward_time: 6.4196910858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5114769936
validation[          , genome  7001] predictions:    9714/  10000 (97.14%), best:    9747/10000 (97.47%), error:       967.66730, best error:       854.08398 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 86.8144760132s, input_fired_time: 1.1831849813, output_fired_time: 1.0874967575, propagate_forward_time: 32.2047500610, propagate_backward_time: 49.5667152405, weight_update_time: 0.1214057729, other_time: 2.7723350525
epoch time: 6.9517745972s, input_fired_time: 0.1386317164, output_fired_time: 0.0000000000, propagate_forward_time: 6.3104219437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027208328
validation[          , genome  7001] predictions:    9755/  10000 (97.55%), best:    9747/10000 (97.47%), error:       864.89001, best error:       854.08398 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 86.2421951294s, input_fired_time: 1.1658709049, output_fired_time: 1.0937172174, propagate_forward_time: 31.9033699036, propagate_backward_time: 49.3295745850, weight_update_time: 0.1202744767, other_time: 2.7496604919
epoch time: 6.8871693611s, input_fired_time: 0.1393164843, output_fired_time: 0.0000000000, propagate_forward_time: 6.2419357300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059170723
validation[          , genome  7001] predictions:    9732/  10000 (97.32%), best:    9747/10000 (97.47%), error:       922.97418, best error:       854.08398 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 86.4649276733s, input_fired_time: 1.1674391031, output_fired_time: 1.0865659714, propagate_forward_time: 32.0154418945, propagate_backward_time: 49.4281158447, weight_update_time: 0.1214144081, other_time: 2.7673645020
epoch time: 6.9247307777s, input_fired_time: 0.1406583041, output_fired_time: 0.0000000000, propagate_forward_time: 6.2758154869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082569122
validation[          , genome  7001] predictions:    9720/  10000 (97.20%), best:    9747/10000 (97.47%), error:       953.37305, best error:       854.08398 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 86.6179504395s, input_fired_time: 1.1786054373, output_fired_time: 1.1393111944, propagate_forward_time: 32.0348815918, propagate_backward_time: 49.5015945435, weight_update_time: 0.1212505028, other_time: 2.7635574341
epoch time: 6.9358286858s, input_fired_time: 0.1390783489, output_fired_time: 0.0000000000, propagate_forward_time: 6.2890167236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077338219
validation[          , genome  7001] predictions:    9745/  10000 (97.45%), best:    9747/10000 (97.47%), error:       904.92340, best error:       854.08398 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 86.2633285522s, input_fired_time: 1.1757737398, output_fired_time: 1.0921999216, propagate_forward_time: 31.8911361694, propagate_backward_time: 49.3215637207, weight_update_time: 0.1206994429, other_time: 2.7826538086
epoch time: 6.9675054550s, input_fired_time: 0.1398803890, output_fired_time: 0.0000000000, propagate_forward_time: 6.3260955811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015296936
validation[          , genome  7001] predictions:    9732/  10000 (97.32%), best:    9747/10000 (97.47%), error:       963.94037, best error:       854.08398 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 85.4848937988s, input_fired_time: 1.1626039743, output_fired_time: 1.0828014612, propagate_forward_time: 31.5977897644, propagate_backward_time: 48.8841476440, weight_update_time: 0.1207644865, other_time: 2.7575492859
epoch time: 7.1271071434s, input_fired_time: 0.1407258660, output_fired_time: 0.0000000000, propagate_forward_time: 6.4735341072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128469467
validation[          , genome  7001] predictions:    9681/  10000 (96.81%), best:    9747/10000 (97.47%), error:      1091.82166, best error:       854.08398 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 85.3576965332s, input_fired_time: 1.1608301401, output_fired_time: 1.0773010254, propagate_forward_time: 31.5569286346, propagate_backward_time: 48.8147735596, weight_update_time: 0.1205263436, other_time: 2.7478637695
epoch time: 7.0355839729s, input_fired_time: 0.1392749846, output_fired_time: 0.0000000000, propagate_forward_time: 6.3917884827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045204163
validation[          , genome  7001] predictions:    9725/  10000 (97.25%), best:    9747/10000 (97.47%), error:       960.27875, best error:       854.08398 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 86.1747283936s, input_fired_time: 1.1555900574, output_fired_time: 1.0859731436, propagate_forward_time: 31.8684997559, propagate_backward_time: 49.2874984741, weight_update_time: 0.1207701638, other_time: 2.7771606445
epoch time: 7.1147751808s, input_fired_time: 0.1378691494, output_fired_time: 0.0000000000, propagate_forward_time: 6.4586353302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5182704926
validation[          , genome  7001] predictions:    9460/  10000 (94.60%), best:    9747/10000 (97.47%), error:      1913.17188, best error:       854.08398 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 86.2223968506s, input_fired_time: 1.1596769094, output_fired_time: 1.0934514999, propagate_forward_time: 31.8729496002, propagate_backward_time: 49.3438034058, weight_update_time: 0.1207301617, other_time: 2.7525177002
epoch time: 7.1619286537s, input_fired_time: 0.1399786621, output_fired_time: 0.0000000000, propagate_forward_time: 6.5065107346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154390335
validation[          , genome  7001] predictions:    9576/  10000 (95.76%), best:    9747/10000 (97.47%), error:      1484.02014, best error:       854.08398 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 86.0118026733s, input_fired_time: 1.1588016748, output_fired_time: 1.0885345936, propagate_forward_time: 31.8338184357, propagate_backward_time: 49.1700553894, weight_update_time: 0.1221899241, other_time: 2.7606010437
epoch time: 7.0412211418s, input_fired_time: 0.1373441815, output_fired_time: 0.0000000000, propagate_forward_time: 6.3928985596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109782219
validation[          , genome  7001] predictions:    9572/  10000 (95.72%), best:    9747/10000 (97.47%), error:      1462.97205, best error:       854.08398 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 86.2418365479s, input_fired_time: 1.1608142853, output_fired_time: 1.0892276764, propagate_forward_time: 31.8349323273, propagate_backward_time: 49.3874320984, weight_update_time: 0.1243982613, other_time: 2.7694358826
epoch time: 6.9689640999s, input_fired_time: 0.1367747188, output_fired_time: 0.0000000000, propagate_forward_time: 6.3208074570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113821030
validation[          , genome  7001] predictions:    9579/  10000 (95.79%), best:    9747/10000 (97.47%), error:      1371.58228, best error:       854.08398 on epoch:    88, 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: 35.0574035645s, input_fired_time: 0.7089031935, output_fired_time: 0.0000000000, propagate_forward_time: 31.7217826843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6267166138
best training[          , genome  7001] predictions:   49358/  50000 (98.72%), best:    9747/10000 (97.47%), error:      2320.54810, best error:       854.08398 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 6.9588294029s, input_fired_time: 0.1393615454, output_fired_time: 0.0000000000, propagate_forward_time: 6.3102788925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091891289
   testing[          , genome  7001] predictions:    9749/  10000 (97.49%), best:    9747/10000 (97.47%), error:       808.69141, best error:       854.08398 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:59:39 (2248): called boinc_finish(0)

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