Nameexact_genome_1512568488_41_6604_0
Workunit2604316
Created7 Dec 2017, 20:54:48 UTC
Sent7 Dec 2017, 20:59:24 UTC
Report deadline16 Dec 2017, 13:49:54 UTC
Received8 Dec 2017, 16:39:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time4 hours 23 min 21 sec
CPU time4 hours 23 min 2 sec
Validate stateValid
Credit2,175.44
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.01 MB
Peak swap size152.77 MB
Peak disk usage1.12 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
057739, weight_update_time: 0.1395537704, other_time: 3.1046524048
epoch time: 12.0999240875s, input_fired_time: 0.1889950484, output_fired_time: 0.0000000000, propagate_forward_time: 11.3634195328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475091934
validation[          , genome  6604] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1088.31274, best error:      1088.31274 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 144.8848571777s, input_fired_time: 1.5976448059, output_fired_time: 1.1521793604, propagate_forward_time: 57.4322509766, propagate_backward_time: 81.6372833252, weight_update_time: 0.1389914602, other_time: 3.0655059814
epoch time: 12.2166643143s, input_fired_time: 0.1879863888, output_fired_time: 0.0000000000, propagate_forward_time: 11.4852104187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434675217
validation[          , genome  6604] predictions:    9668/  10000 (96.68%), best:    9679/10000 (96.79%), error:      1090.17700, best error:      1088.31274 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 144.8595428467s, input_fired_time: 1.5978904963, output_fired_time: 1.1502381563, propagate_forward_time: 57.4331321716, propagate_backward_time: 81.6095199585, weight_update_time: 0.1391638666, other_time: 3.0687637329
epoch time: 12.2236347198s, input_fired_time: 0.1874050498, output_fired_time: 0.0000000000, propagate_forward_time: 11.4811649323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550651550
validation[          , genome  6604] predictions:    9662/  10000 (96.62%), best:    9679/10000 (96.79%), error:      1106.78528, best error:      1088.31274 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 144.8051452637s, input_fired_time: 1.5959097147, output_fired_time: 1.1482883692, propagate_forward_time: 57.3988494873, propagate_backward_time: 81.5973892212, weight_update_time: 0.1389468014, other_time: 3.0647048950
epoch time: 12.1172418594s, input_fired_time: 0.1881632805, output_fired_time: 0.0000000000, propagate_forward_time: 11.3895568848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395221710
validation[          , genome  6604] predictions:    9667/  10000 (96.67%), best:    9679/10000 (96.79%), error:      1094.49829, best error:      1088.31274 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 139.3791503906s, input_fired_time: 1.5637992620, output_fired_time: 1.1129546165, propagate_forward_time: 55.2531394958, propagate_backward_time: 78.4294738770, weight_update_time: 0.1343064308, other_time: 3.0197753906
epoch time: 11.9665241241s, input_fired_time: 0.1865249127, output_fired_time: 0.0000000000, propagate_forward_time: 11.2361888885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5438098907
validation[          , genome  6604] predictions:    9608/  10000 (96.08%), best:    9679/10000 (96.79%), error:      1214.21387, best error:      1088.31274 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 142.1824188232s, input_fired_time: 1.5776036978, output_fired_time: 1.1297267675, propagate_forward_time: 56.3494796753, propagate_backward_time: 80.0615768433, weight_update_time: 0.1370837986, other_time: 3.0640258789
epoch time: 12.2225522995s, input_fired_time: 0.1864442378, output_fired_time: 0.0000000000, propagate_forward_time: 11.4839382172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5521697998
validation[          , genome  6604] predictions:    9640/  10000 (96.40%), best:    9679/10000 (96.79%), error:      1162.45837, best error:      1088.31274 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 138.5706176758s, input_fired_time: 1.5600275993, output_fired_time: 1.1046129465, propagate_forward_time: 54.9836082458, propagate_backward_time: 77.8989715576, weight_update_time: 0.1349030286, other_time: 3.0233917236
epoch time: 12.2148952484s, input_fired_time: 0.1873783916, output_fired_time: 0.0000000000, propagate_forward_time: 11.4783363342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491809845
validation[          , genome  6604] predictions:    9622/  10000 (96.22%), best:    9679/10000 (96.79%), error:      1195.81543, best error:      1088.31274 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 141.8916168213s, input_fired_time: 1.5749402046, output_fired_time: 1.1322183609, propagate_forward_time: 56.3044281006, propagate_backward_time: 79.9032745361, weight_update_time: 0.1363797039, other_time: 2.9767608643
epoch time: 12.2166719437s, input_fired_time: 0.1885009557, output_fired_time: 0.0000000000, propagate_forward_time: 11.4906654358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375051498
validation[          , genome  6604] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:      1027.49512, best error:      1027.49512 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 142.6517333984s, input_fired_time: 1.5848492384, output_fired_time: 1.1359417439, propagate_forward_time: 56.5758399963, propagate_backward_time: 80.3750000000, weight_update_time: 0.1377007812, other_time: 2.9801025391
epoch time: 12.2112245560s, input_fired_time: 0.1888869703, output_fired_time: 0.0000000000, propagate_forward_time: 11.4817562103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405817032
validation[          , genome  6604] predictions:    9604/  10000 (96.04%), best:    9698/10000 (96.98%), error:      1270.47937, best error:      1027.49512 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 144.5904083252s, input_fired_time: 1.5955735445, output_fired_time: 1.1435892582, propagate_forward_time: 57.3682289124, propagate_backward_time: 81.4868392944, weight_update_time: 0.1384721994, other_time: 2.9961776733
epoch time: 12.1987686157s, input_fired_time: 0.1909849644, output_fired_time: 0.0000000000, propagate_forward_time: 11.4600868225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5476970673
validation[          , genome  6604] predictions:    9675/  10000 (96.75%), best:    9698/10000 (96.98%), error:      1057.83545, best error:      1027.49512 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 143.9291839600s, input_fired_time: 1.5987504721, output_fired_time: 1.1438419819, propagate_forward_time: 57.0300636292, propagate_backward_time: 81.1574020386, weight_update_time: 0.1379514486, other_time: 2.9991226196
epoch time: 12.1510686874s, input_fired_time: 0.1880438626, output_fired_time: 0.0000000000, propagate_forward_time: 11.4247617722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382633209
validation[          , genome  6604] predictions:    9659/  10000 (96.59%), best:    9698/10000 (96.98%), error:      1119.52722, best error:      1027.49512 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 144.2964019775s, input_fired_time: 1.5931261778, output_fired_time: 1.1429424286, propagate_forward_time: 57.1398887634, propagate_backward_time: 81.4089431763, weight_update_time: 0.1384864897, other_time: 3.0114974976
epoch time: 12.0873947144s, input_fired_time: 0.1880581975, output_fired_time: 0.0000000000, propagate_forward_time: 11.3629121780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5364246368
validation[          , genome  6604] predictions:    9670/  10000 (96.70%), best:    9698/10000 (96.98%), error:      1049.94604, best error:      1027.49512 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 144.6615295410s, input_fired_time: 1.5992002487, output_fired_time: 1.1502716541, propagate_forward_time: 57.3238449097, propagate_backward_time: 81.5828247070, weight_update_time: 0.1390721053, other_time: 3.0053939819
epoch time: 12.1829080582s, input_fired_time: 0.1889408380, output_fired_time: 0.0000000000, propagate_forward_time: 11.4547834396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391836166
validation[          , genome  6604] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       966.46759, best error:       966.46759 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 144.4655761719s, input_fired_time: 1.5946776867, output_fired_time: 1.1370552778, propagate_forward_time: 57.3620758057, propagate_backward_time: 81.3689498901, weight_update_time: 0.1381758600, other_time: 3.0028152466
epoch time: 12.2268257141s, input_fired_time: 0.1874974966, output_fired_time: 0.0000000000, propagate_forward_time: 11.4850969315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5542316437
validation[          , genome  6604] predictions:    9656/  10000 (96.56%), best:    9709/10000 (97.09%), error:      1133.03601, best error:       966.46759 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 144.2320556641s, input_fired_time: 1.5937334299, output_fired_time: 1.1312254667, propagate_forward_time: 57.3349456787, propagate_backward_time: 81.1777267456, weight_update_time: 0.1381473988, other_time: 2.9944229126
epoch time: 12.2005653381s, input_fired_time: 0.1905378848, output_fired_time: 0.0000000000, propagate_forward_time: 11.4760580063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339698792
validation[          , genome  6604] predictions:    9673/  10000 (96.73%), best:    9709/10000 (97.09%), error:      1060.10791, best error:       966.46759 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 144.8721923828s, input_fired_time: 1.6091713905, output_fired_time: 1.1587532759, propagate_forward_time: 57.4044761658, propagate_backward_time: 81.6654891968, weight_update_time: 0.1389935613, other_time: 3.0342941284
epoch time: 12.2210903168s, input_fired_time: 0.1935551912, output_fired_time: 0.0000000000, propagate_forward_time: 11.4748620987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526733398
validation[          , genome  6604] predictions:    9683/  10000 (96.83%), best:    9709/10000 (97.09%), error:       999.56909, best error:       966.46759 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 144.9231109619s, input_fired_time: 1.6123161316, output_fired_time: 1.1560946703, propagate_forward_time: 57.3893966675, propagate_backward_time: 81.7366104126, weight_update_time: 0.1394375861, other_time: 3.0286865234
epoch time: 12.1568717957s, input_fired_time: 0.1899938136, output_fired_time: 0.0000000000, propagate_forward_time: 11.4277782440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390996933
validation[          , genome  6604] predictions:    9689/  10000 (96.89%), best:    9709/10000 (97.09%), error:      1017.45575, best error:       966.46759 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 144.8227996826s, input_fired_time: 1.6101976633, output_fired_time: 1.1509249210, propagate_forward_time: 57.3898849487, propagate_backward_time: 81.6360168457, weight_update_time: 0.1387644708, other_time: 3.0357742310
epoch time: 12.2395448685s, input_fired_time: 0.1898665875, output_fired_time: 0.0000000000, propagate_forward_time: 11.4980058670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516719818
validation[          , genome  6604] predictions:    9649/  10000 (96.49%), best:    9709/10000 (97.09%), error:      1144.78687, best error:       966.46759 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 144.9485015869s, input_fired_time: 1.6077950001, output_fired_time: 1.1553939581, propagate_forward_time: 57.4628944397, propagate_backward_time: 81.6892242432, weight_update_time: 0.1397040635, other_time: 3.0332031250
epoch time: 12.2462024689s, input_fired_time: 0.1959784329, output_fired_time: 0.0000000000, propagate_forward_time: 11.5019903183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482339859
validation[          , genome  6604] predictions:    9669/  10000 (96.69%), best:    9709/10000 (97.09%), error:      1057.91150, best error:       966.46759 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 145.1121063232s, input_fired_time: 1.6122255325, output_fired_time: 1.1604750156, propagate_forward_time: 57.4873924255, propagate_backward_time: 81.8283462524, weight_update_time: 0.1389056742, other_time: 3.0236587524
epoch time: 12.0244998932s, input_fired_time: 0.1898484826, output_fired_time: 0.0000000000, propagate_forward_time: 11.2967691422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378818512
validation[          , genome  6604] predictions:    9659/  10000 (96.59%), best:    9709/10000 (97.09%), error:      1116.61816, best error:       966.46759 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 144.6300659180s, input_fired_time: 1.6112047434, output_fired_time: 1.1567268372, propagate_forward_time: 57.3245811462, propagate_backward_time: 81.5046157837, weight_update_time: 0.1398768723, other_time: 3.0329360962
epoch time: 9.9262027740s, input_fired_time: 0.1717097312, output_fired_time: 0.0000000000, propagate_forward_time: 9.2641067505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4903860092
validation[          , genome  6604] predictions:    9681/  10000 (96.81%), best:    9709/10000 (97.09%), error:       999.75238, best error:       966.46759 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 141.5004119873s, input_fired_time: 1.5834034681, output_fired_time: 1.1287575960, propagate_forward_time: 56.1581459045, propagate_backward_time: 79.6429595947, weight_update_time: 0.1354083270, other_time: 2.9871520996
epoch time: 12.2107105255s, input_fired_time: 0.1938048303, output_fired_time: 0.0000000000, propagate_forward_time: 11.4725542068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443515778
validation[          , genome  6604] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       926.54980, best error:       926.54980 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 142.8084106445s, input_fired_time: 1.5953642130, output_fired_time: 1.1321249008, propagate_forward_time: 56.6945686340, propagate_backward_time: 80.3954925537, weight_update_time: 0.1366170645, other_time: 2.9908599854
epoch time: 11.2408113480s, input_fired_time: 0.1805033684, output_fired_time: 0.0000000000, propagate_forward_time: 10.5321474075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5281610489
validation[          , genome  6604] predictions:    9707/  10000 (97.07%), best:    9726/10000 (97.26%), error:       990.14752, best error:       926.54980 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 143.2862243652s, input_fired_time: 1.5974166393, output_fired_time: 1.1365766525, propagate_forward_time: 56.7972145081, propagate_backward_time: 80.7633819580, weight_update_time: 0.1375882328, other_time: 2.9916381836
epoch time: 12.1434764862s, input_fired_time: 0.1882415414, output_fired_time: 0.0000000000, propagate_forward_time: 11.4176177979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376167297
validation[          , genome  6604] predictions:    9645/  10000 (96.45%), best:    9726/10000 (97.26%), error:      1142.06519, best error:       926.54980 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 143.7033843994s, input_fired_time: 1.6052086353, output_fired_time: 1.1385866404, propagate_forward_time: 57.0409011841, propagate_backward_time: 80.9276809692, weight_update_time: 0.1376932412, other_time: 2.9910125732
epoch time: 11.9813280106s, input_fired_time: 0.1897354871, output_fired_time: 0.0000000000, propagate_forward_time: 11.2598838806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317087173
validation[          , genome  6604] predictions:    9695/  10000 (96.95%), best:    9726/10000 (97.26%), error:       987.73987, best error:       926.54980 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 144.1524353027s, input_fired_time: 1.6037435532, output_fired_time: 1.1404846907, propagate_forward_time: 57.1822853088, propagate_backward_time: 81.2396697998, weight_update_time: 0.1379083693, other_time: 2.9862518311
epoch time: 12.2283639908s, input_fired_time: 0.1940179020, output_fired_time: 0.0000000000, propagate_forward_time: 11.4905443192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5438013077
validation[          , genome  6604] predictions:    9706/  10000 (97.06%), best:    9726/10000 (97.26%), error:       929.70654, best error:       926.54980 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 143.5825805664s, input_fired_time: 1.6066282988, output_fired_time: 1.1449559927, propagate_forward_time: 56.9187736511, propagate_backward_time: 80.9003067017, weight_update_time: 0.1387662143, other_time: 3.0119094849
epoch time: 12.1874628067s, input_fired_time: 0.1930144131, output_fired_time: 0.0000000000, propagate_forward_time: 11.4536352158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408134460
validation[          , genome  6604] predictions:    9682/  10000 (96.82%), best:    9726/10000 (97.26%), error:       999.97540, best error:       926.54980 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 144.6177062988s, input_fired_time: 1.6139643192, output_fired_time: 1.1532170773, propagate_forward_time: 57.3131217957, propagate_backward_time: 81.5303878784, weight_update_time: 0.1388479471, other_time: 3.0070114136
epoch time: 12.2279500961s, input_fired_time: 0.1924192756, output_fired_time: 0.0000000000, propagate_forward_time: 11.4914731979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440578461
validation[          , genome  6604] predictions:    9685/  10000 (96.85%), best:    9726/10000 (97.26%), error:      1008.26624, best error:       926.54980 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 143.6622467041s, input_fired_time: 1.6074979305, output_fired_time: 1.1422146559, propagate_forward_time: 57.0284194946, propagate_backward_time: 80.8736801147, weight_update_time: 0.1361171603, other_time: 3.0104370117
epoch time: 12.2263278961s, input_fired_time: 0.1935607791, output_fired_time: 0.0000000000, propagate_forward_time: 11.4899482727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428190231
validation[          , genome  6604] predictions:    9677/  10000 (96.77%), best:    9726/10000 (97.26%), error:      1070.00110, best error:       926.54980 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 141.3734741211s, input_fired_time: 1.5825047493, output_fired_time: 1.1220515966, propagate_forward_time: 56.1543960571, propagate_backward_time: 79.5421371460, weight_update_time: 0.1345503628, other_time: 2.9723815918
epoch time: 11.5916261673s, input_fired_time: 0.1842242181, output_fired_time: 0.0000000000, propagate_forward_time: 10.8820314407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5253705978
validation[          , genome  6604] predictions:    9690/  10000 (96.90%), best:    9726/10000 (97.26%), error:       988.47571, best error:       926.54980 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 140.7490539551s, input_fired_time: 1.5871263742, output_fired_time: 1.1239593029, propagate_forward_time: 55.8613586426, propagate_backward_time: 79.2166061401, weight_update_time: 0.1336661577, other_time: 2.9599990845
epoch time: 12.1841926575s, input_fired_time: 0.1907000244, output_fired_time: 0.0000000000, propagate_forward_time: 11.4535188675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399742126
validation[          , genome  6604] predictions:    9632/  10000 (96.32%), best:    9726/10000 (97.26%), error:      1125.12000, best error:       926.54980 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 144.2977752686s, input_fired_time: 1.6100195646, output_fired_time: 1.1377665997, propagate_forward_time: 57.0682029724, propagate_backward_time: 81.4859924316, weight_update_time: 0.1382556111, other_time: 2.9957885742
epoch time: 12.1548175812s, input_fired_time: 0.1921212375, output_fired_time: 0.0000000000, propagate_forward_time: 11.4228019714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398941040
validation[          , genome  6604] predictions:    9669/  10000 (96.69%), best:    9726/10000 (97.26%), error:      1053.54175, best error:       926.54980 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 143.7793273926s, input_fired_time: 1.6100968122, output_fired_time: 1.1372723579, propagate_forward_time: 57.0232543945, propagate_backward_time: 81.0029983521, weight_update_time: 0.1384077072, other_time: 3.0057144165
epoch time: 12.2148294449s, input_fired_time: 0.1937953383, output_fired_time: 0.0000000000, propagate_forward_time: 11.4770498276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439844131
validation[          , genome  6604] predictions:    9715/  10000 (97.15%), best:    9726/10000 (97.26%), error:       944.27142, best error:       926.54980 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 144.0851745605s, input_fired_time: 1.6081041098, output_fired_time: 1.1402777433, propagate_forward_time: 57.2686233521, propagate_backward_time: 81.0709075928, weight_update_time: 0.1370123625, other_time: 2.9972610474
epoch time: 12.1850557327s, input_fired_time: 0.1915976703, output_fired_time: 0.0000000000, propagate_forward_time: 11.4594640732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339937210
validation[          , genome  6604] predictions:    9667/  10000 (96.67%), best:    9726/10000 (97.26%), error:      1062.61462, best error:       926.54980 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 141.1889038086s, input_fired_time: 1.5972689390, output_fired_time: 1.1234220266, propagate_forward_time: 56.0832786560, propagate_backward_time: 79.4054870605, weight_update_time: 0.1353442669, other_time: 2.9794311523
epoch time: 12.1769065857s, input_fired_time: 0.1902030557, output_fired_time: 0.0000000000, propagate_forward_time: 11.4548425674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318613052
validation[          , genome  6604] predictions:    9617/  10000 (96.17%), best:    9726/10000 (97.26%), error:      1231.33691, best error:       926.54980 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 142.2364807129s, input_fired_time: 1.5967968702, output_fired_time: 1.1286425591, propagate_forward_time: 56.5204315186, propagate_backward_time: 80.0139083862, weight_update_time: 0.1348797232, other_time: 2.9766921997
epoch time: 12.2100934982s, input_fired_time: 0.1924332976, output_fired_time: 0.0000000000, propagate_forward_time: 11.4787492752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389108658
validation[          , genome  6604] predictions:    9656/  10000 (96.56%), best:    9726/10000 (97.26%), error:      1154.61182, best error:       926.54980 on epoch:    35, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 143.7913818359s, input_fired_time: 1.6224062443, output_fired_time: 1.1423333883, propagate_forward_time: 57.0446357727, propagate_backward_time: 80.9659042358, weight_update_time: 0.1375913322, other_time: 3.0161056519
epoch time: 12.0498409271s, input_fired_time: 0.1930544823, output_fired_time: 0.0000000000, propagate_forward_time: 11.3215665817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352201462
validation[          , genome  6604] predictions:    9699/  10000 (96.99%), best:    9726/10000 (97.26%), error:       965.57758, best error:       926.54980 on epoch:    35, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 144.7797851562s, input_fired_time: 1.6206187010, output_fired_time: 1.1466704607, propagate_forward_time: 57.4098739624, propagate_backward_time: 81.5722045898, weight_update_time: 0.1394123137, other_time: 3.0304183960
epoch time: 12.2316942215s, input_fired_time: 0.1934107542, output_fired_time: 0.0000000000, propagate_forward_time: 11.4942951202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439882278
validation[          , genome  6604] predictions:    9709/  10000 (97.09%), best:    9726/10000 (97.26%), error:       944.78302, best error:       926.54980 on epoch:    35, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 142.2477874756s, input_fired_time: 1.6026350260, output_fired_time: 1.1325548887, propagate_forward_time: 56.4043197632, propagate_backward_time: 80.1028213501, weight_update_time: 0.1364250183, other_time: 3.0054626465
epoch time: 12.2423028946s, input_fired_time: 0.1963555366, output_fired_time: 0.0000000000, propagate_forward_time: 11.4980411530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479059219
validation[          , genome  6604] predictions:    9671/  10000 (96.71%), best:    9726/10000 (97.26%), error:      1055.52478, best error:       926.54980 on epoch:    35, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 144.9979095459s, input_fired_time: 1.6295115948, output_fired_time: 1.1540685892, propagate_forward_time: 57.5481185913, propagate_backward_time: 81.6289443970, weight_update_time: 0.1387911141, other_time: 3.0372619629
epoch time: 12.2364740372s, input_fired_time: 0.1939421147, output_fired_time: 0.0000000000, propagate_forward_time: 11.4964723587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460596085
validation[          , genome  6604] predictions:    9696/  10000 (96.96%), best:    9726/10000 (97.26%), error:       945.59753, best error:       926.54980 on epoch:    35, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 144.8410949707s, input_fired_time: 1.6171600819, output_fired_time: 1.1440479755, propagate_forward_time: 57.5524444580, propagate_backward_time: 81.4952850342, weight_update_time: 0.1399510056, other_time: 3.0321655273
epoch time: 12.1994190216s, input_fired_time: 0.1908428222, output_fired_time: 0.0000000000, propagate_forward_time: 11.4675436020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410327911
validation[          , genome  6604] predictions:    9649/  10000 (96.49%), best:    9726/10000 (97.26%), error:      1128.36951, best error:       926.54980 on epoch:    35, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 139.3769683838s, input_fired_time: 1.5914914608, output_fired_time: 1.1151044369, propagate_forward_time: 55.2256431580, propagate_backward_time: 78.4849548340, weight_update_time: 0.1346172541, other_time: 2.9597778320
epoch time: 12.1577701569s, input_fired_time: 0.1940892637, output_fired_time: 0.0000000000, propagate_forward_time: 11.4231796265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405015945
validation[          , genome  6604] predictions:    9654/  10000 (96.54%), best:    9726/10000 (97.26%), error:      1155.32776, best error:       926.54980 on epoch:    35, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 143.6818695068s, input_fired_time: 1.6138428450, output_fired_time: 1.1486804485, propagate_forward_time: 56.8943901062, propagate_backward_time: 81.0337600708, weight_update_time: 0.1379883438, other_time: 2.9911880493
epoch time: 12.1487779617s, input_fired_time: 0.1897507906, output_fired_time: 0.0000000000, propagate_forward_time: 11.4164657593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425615311
validation[          , genome  6604] predictions:    9684/  10000 (96.84%), best:    9726/10000 (97.26%), error:      1021.95300, best error:       926.54980 on epoch:    35, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 144.0076904297s, input_fired_time: 1.6104032993, output_fired_time: 1.1342904568, propagate_forward_time: 57.1289291382, propagate_backward_time: 81.1445770264, weight_update_time: 0.1386796236, other_time: 2.9894943237
epoch time: 12.2228727341s, input_fired_time: 0.1957745254, output_fired_time: 0.0000000000, propagate_forward_time: 11.4867210388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403776169
validation[          , genome  6604] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       911.23450, best error:       911.23450 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 144.7687072754s, input_fired_time: 1.6180731058, output_fired_time: 1.1437946558, propagate_forward_time: 57.4424095154, propagate_backward_time: 81.5705032349, weight_update_time: 0.1388337910, other_time: 2.9939193726
epoch time: 12.2287006378s, input_fired_time: 0.1934252679, output_fired_time: 0.0000000000, propagate_forward_time: 11.4942865372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409889221
validation[          , genome  6604] predictions:    9560/  10000 (95.60%), best:    9732/10000 (97.32%), error:      1422.09021, best error:       911.23450 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 144.7592773438s, input_fired_time: 1.6178244352, output_fired_time: 1.1451964378, propagate_forward_time: 57.4312629700, propagate_backward_time: 81.5654907227, weight_update_time: 0.1387437731, other_time: 2.9994964600
epoch time: 12.2308444977s, input_fired_time: 0.1937835962, output_fired_time: 0.0000000000, propagate_forward_time: 11.4919338226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451269150
validation[          , genome  6604] predictions:    9693/  10000 (96.93%), best:    9732/10000 (97.32%), error:       993.00055, best error:       911.23450 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 141.0497894287s, input_fired_time: 1.6005574465, output_fired_time: 1.1316543818, propagate_forward_time: 55.8980674744, propagate_backward_time: 79.4293975830, weight_update_time: 0.1359878778, other_time: 2.9901123047
epoch time: 12.2031488419s, input_fired_time: 0.1971403211, output_fired_time: 0.0000000000, propagate_forward_time: 11.4585351944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474729538
validation[          , genome  6604] predictions:    9728/  10000 (97.28%), best:    9732/10000 (97.32%), error:       939.79138, best error:       911.23450 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 144.2630157471s, input_fired_time: 1.6178486347, output_fired_time: 1.1484042406, propagate_forward_time: 57.2106094360, propagate_backward_time: 81.2567977905, weight_update_time: 0.1389329582, other_time: 3.0293579102
epoch time: 12.2114629745s, input_fired_time: 0.1984643042, output_fired_time: 0.0000000000, propagate_forward_time: 11.4598035812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5531949997
validation[          , genome  6604] predictions:    9693/  10000 (96.93%), best:    9732/10000 (97.32%), error:      1009.22003, best error:       911.23450 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 144.2445526123s, input_fired_time: 1.6184324026, output_fired_time: 1.1437584162, propagate_forward_time: 57.2267112732, propagate_backward_time: 81.2517013550, weight_update_time: 0.1368251741, other_time: 3.0039443970
epoch time: 12.1905918121s, input_fired_time: 0.1948637962, output_fired_time: 0.0000000000, propagate_forward_time: 11.4531221390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426054001
validation[          , genome  6604] predictions:    9677/  10000 (96.77%), best:    9732/10000 (97.32%), error:      1061.21448, best error:       911.23450 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 144.2597198486s, input_fired_time: 1.6178530455, output_fired_time: 1.1406257153, propagate_forward_time: 57.2060737610, propagate_backward_time: 81.2930984497, weight_update_time: 0.1367318630, other_time: 3.0020675659
epoch time: 11.7969970703s, input_fired_time: 0.1925121248, output_fired_time: 0.0000000000, propagate_forward_time: 11.0588302612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456542969
validation[          , genome  6604] predictions:    9535/  10000 (95.35%), best:    9732/10000 (97.32%), error:      1528.22278, best error:       911.23450 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 144.8687286377s, input_fired_time: 1.6217287779, output_fired_time: 1.1445640326, propagate_forward_time: 57.4330787659, propagate_backward_time: 81.6837158203, weight_update_time: 0.1373366714, other_time: 2.9856414795
epoch time: 12.2192564011s, input_fired_time: 0.1952062100, output_fired_time: 0.0000000000, propagate_forward_time: 11.4850616455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389881134
validation[          , genome  6604] predictions:    9641/  10000 (96.41%), best:    9732/10000 (97.32%), error:      1139.25562, best error:       911.23450 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 134.7261047363s, input_fired_time: 1.5624129772, output_fired_time: 1.0828127861, propagate_forward_time: 53.3358345032, propagate_backward_time: 75.8145065308, weight_update_time: 0.1306815743, other_time: 2.9305496216
epoch time: 11.4740514755s, input_fired_time: 0.1917831153, output_fired_time: 0.0000000000, propagate_forward_time: 10.7492828369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329856873
validation[          , genome  6604] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:       993.69861, best error:       911.23450 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 139.7574310303s, input_fired_time: 1.5985473394, output_fired_time: 1.1221040487, propagate_forward_time: 55.3599777222, propagate_backward_time: 78.6970520020, weight_update_time: 0.1347280741, other_time: 2.9797592163
epoch time: 12.1684226990s, input_fired_time: 0.1926297247, output_fired_time: 0.0000000000, propagate_forward_time: 11.4334478378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423450470
validation[          , genome  6604] predictions:    9694/  10000 (96.94%), best:    9732/10000 (97.32%), error:      1008.37946, best error:       911.23450 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 143.7935943604s, input_fired_time: 1.6141830683, output_fired_time: 1.1281801462, propagate_forward_time: 57.1764144897, propagate_backward_time: 80.8833007812, weight_update_time: 0.1371042281, other_time: 2.9915237427
epoch time: 12.0866346359s, input_fired_time: 0.1941951662, output_fired_time: 0.0000000000, propagate_forward_time: 11.3501148224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423250198
validation[          , genome  6604] predictions:    9709/  10000 (97.09%), best:    9732/10000 (97.32%), error:       922.47211, best error:       911.23450 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 144.4636993408s, input_fired_time: 1.6263684034, output_fired_time: 1.1485580206, propagate_forward_time: 57.2610588074, propagate_backward_time: 81.4181060791, weight_update_time: 0.1386384815, other_time: 3.0095977783
epoch time: 12.2247085571s, input_fired_time: 0.1945238560, output_fired_time: 0.0000000000, propagate_forward_time: 11.4874334335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427513123
validation[          , genome  6604] predictions:    9712/  10000 (97.12%), best:    9732/10000 (97.32%), error:       936.90204, best error:       911.23450 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 143.5742797852s, input_fired_time: 1.6236586571, output_fired_time: 1.1452537775, propagate_forward_time: 56.9275703430, propagate_backward_time: 80.8608245850, weight_update_time: 0.1379625052, other_time: 3.0169830322
epoch time: 12.1631383896s, input_fired_time: 0.1939446032, output_fired_time: 0.0000000000, propagate_forward_time: 11.4291028976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400905609
validation[          , genome  6604] predictions:    9702/  10000 (97.02%), best:    9732/10000 (97.32%), error:      1029.19055, best error:       911.23450 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 144.2545623779s, input_fired_time: 1.6264964342, output_fired_time: 1.1398785114, propagate_forward_time: 57.3044509888, propagate_backward_time: 81.1700439453, weight_update_time: 0.1379705220, other_time: 3.0136947632
epoch time: 12.2228822708s, input_fired_time: 0.1952333301, output_fired_time: 0.0000000000, propagate_forward_time: 11.4862356186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414133072
validation[          , genome  6604] predictions:    9723/  10000 (97.23%), best:    9732/10000 (97.32%), error:       911.33875, best error:       911.23450 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 144.3651580811s, input_fired_time: 1.6264939308, output_fired_time: 1.1385786533, propagate_forward_time: 57.3409996033, propagate_backward_time: 81.2378005981, weight_update_time: 0.1374727786, other_time: 3.0212783813
epoch time: 12.2361125946s, input_fired_time: 0.1970598549, output_fired_time: 0.0000000000, propagate_forward_time: 11.4943113327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447416306
validation[          , genome  6604] predictions:    9700/  10000 (97.00%), best:    9732/10000 (97.32%), error:      1027.03210, best error:       911.23450 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 144.4670562744s, input_fired_time: 1.6285557747, output_fired_time: 1.1460741758, propagate_forward_time: 57.3101997375, propagate_backward_time: 81.3579940796, weight_update_time: 0.1384064853, other_time: 3.0242385864
epoch time: 12.0071964264s, input_fired_time: 0.1954977661, output_fired_time: 0.0000000000, propagate_forward_time: 11.2779493332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337495804
validation[          , genome  6604] predictions:    9712/  10000 (97.12%), best:    9732/10000 (97.32%), error:       982.12244, best error:       911.23450 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 144.3697814941s, input_fired_time: 1.6237269640, output_fired_time: 1.1416009665, propagate_forward_time: 57.3246917725, propagate_backward_time: 81.2702560425, weight_update_time: 0.1383548230, other_time: 3.0094985962
epoch time: 12.1770572662s, input_fired_time: 0.1954754591, output_fired_time: 0.0000000000, propagate_forward_time: 11.4392576218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423240662
validation[          , genome  6604] predictions:    9593/  10000 (95.93%), best:    9732/10000 (97.32%), error:      1315.98547, best error:       911.23450 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 141.1432037354s, input_fired_time: 1.6032562256, output_fired_time: 1.1236492395, propagate_forward_time: 55.9648818970, propagate_backward_time: 79.4779586792, weight_update_time: 0.1353147626, other_time: 2.9734649658
epoch time: 11.8910388947s, input_fired_time: 0.1897504032, output_fired_time: 0.0000000000, propagate_forward_time: 11.1737327576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5275554657
validation[          , genome  6604] predictions:    9704/  10000 (97.04%), best:    9732/10000 (97.32%), error:       965.76331, best error:       911.23450 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 142.7497100830s, input_fired_time: 1.6144366264, output_fired_time: 1.1336532831, propagate_forward_time: 56.6111221313, propagate_backward_time: 80.3957824707, weight_update_time: 0.1369832754, other_time: 2.9947128296
epoch time: 12.2337160110s, input_fired_time: 0.1965317279, output_fired_time: 0.0000000000, propagate_forward_time: 11.4923896790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447950363
validation[          , genome  6604] predictions:    9617/  10000 (96.17%), best:    9732/10000 (97.32%), error:      1214.83594, best error:       911.23450 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 144.5639190674s, input_fired_time: 1.6284818649, output_fired_time: 1.1456941366, propagate_forward_time: 57.3401222229, propagate_backward_time: 81.4414367676, weight_update_time: 0.1376015693, other_time: 3.0081939697
epoch time: 12.1988534927s, input_fired_time: 0.1966939121, output_fired_time: 0.0000000000, propagate_forward_time: 11.4651832581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369758606
validation[          , genome  6604] predictions:    9656/  10000 (96.56%), best:    9732/10000 (97.32%), error:      1136.78516, best error:       911.23450 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 144.4767761230s, input_fired_time: 1.6258631945, output_fired_time: 1.1458668709, propagate_forward_time: 57.2468032837, propagate_backward_time: 81.4466323853, weight_update_time: 0.1384533644, other_time: 3.0115966797
epoch time: 12.2364025116s, input_fired_time: 0.1955650896, output_fired_time: 0.0000000000, propagate_forward_time: 11.4993219376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415153503
validation[          , genome  6604] predictions:    9694/  10000 (96.94%), best:    9732/10000 (97.32%), error:      1017.76984, best error:       911.23450 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 144.7869262695s, input_fired_time: 1.6334949732, output_fired_time: 1.1504578590, propagate_forward_time: 57.3470344543, propagate_backward_time: 81.6363449097, weight_update_time: 0.1382473707, other_time: 3.0195999146
epoch time: 12.2301826477s, input_fired_time: 0.1985603124, output_fired_time: 0.0000000000, propagate_forward_time: 11.4879570007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436649323
validation[          , genome  6604] predictions:    9727/  10000 (97.27%), best:    9732/10000 (97.32%), error:       936.85852, best error:       911.23450 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 144.1837921143s, input_fired_time: 1.6334642172, output_fired_time: 1.1457365751, propagate_forward_time: 57.1353683472, propagate_backward_time: 81.2553863525, weight_update_time: 0.1383913159, other_time: 3.0138320923
epoch time: 12.2193794250s, input_fired_time: 0.1957361549, output_fired_time: 0.0000000000, propagate_forward_time: 11.4805831909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430603027
validation[          , genome  6604] predictions:    9692/  10000 (96.92%), best:    9732/10000 (97.32%), error:       972.57587, best error:       911.23450 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 142.8148498535s, input_fired_time: 1.6227098703, output_fired_time: 1.1354537010, propagate_forward_time: 56.6112136841, propagate_backward_time: 80.4262237549, weight_update_time: 0.1365965009, other_time: 3.0192489624
epoch time: 12.1333522797s, input_fired_time: 0.1939242631, output_fired_time: 0.0000000000, propagate_forward_time: 11.3930025101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5464258194
validation[          , genome  6604] predictions:    9676/  10000 (96.76%), best:    9732/10000 (97.32%), error:      1050.04517, best error:       911.23450 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 144.2095031738s, input_fired_time: 1.6260327101, output_fired_time: 1.1459268332, propagate_forward_time: 57.1123847961, propagate_backward_time: 81.3176879883, weight_update_time: 0.1385175288, other_time: 3.0074768066
epoch time: 12.2304687500s, input_fired_time: 0.1939948946, output_fired_time: 0.0000000000, propagate_forward_time: 11.4978399277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386343002
validation[          , genome  6604] predictions:    9672/  10000 (96.72%), best:    9732/10000 (97.32%), error:      1103.30115, best error:       911.23450 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 145.4451293945s, input_fired_time: 1.6456581354, output_fired_time: 1.1518683434, propagate_forward_time: 57.6836929321, propagate_backward_time: 81.9339599609, weight_update_time: 0.1386746168, other_time: 3.0299453735
epoch time: 12.1835651398s, input_fired_time: 0.1957266480, output_fired_time: 0.0000000000, propagate_forward_time: 11.4475679398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5402708054
validation[          , genome  6604] predictions:    9710/  10000 (97.10%), best:    9732/10000 (97.32%), error:       946.44348, best error:       911.23450 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 145.1112823486s, input_fired_time: 1.6392843723, output_fired_time: 1.1565046310, propagate_forward_time: 57.5041618347, propagate_backward_time: 81.7881393433, weight_update_time: 0.1397269964, other_time: 3.0231857300
epoch time: 12.2196702957s, input_fired_time: 0.1974024326, output_fired_time: 0.0000000000, propagate_forward_time: 11.4740428925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482254028
validation[          , genome  6604] predictions:    9702/  10000 (97.02%), best:    9732/10000 (97.32%), error:       952.11670, best error:       911.23450 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 145.0080108643s, input_fired_time: 1.6394193172, output_fired_time: 1.1571691036, propagate_forward_time: 57.4481277466, propagate_backward_time: 81.7407302856, weight_update_time: 0.1391627342, other_time: 3.0225677490
epoch time: 12.2286128998s, input_fired_time: 0.1940319836, output_fired_time: 0.0000000000, propagate_forward_time: 11.4965238571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380573273
validation[          , genome  6604] predictions:    9723/  10000 (97.23%), best:    9732/10000 (97.32%), error:       938.21161, best error:       911.23450 on epoch:    57, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 144.3304595947s, input_fired_time: 1.6333119869, output_fired_time: 1.1481424570, propagate_forward_time: 57.2121772766, propagate_backward_time: 81.3085098267, weight_update_time: 0.1402391344, other_time: 3.0283126831
epoch time: 11.9575815201s, input_fired_time: 0.1935959011, output_fired_time: 0.0000000000, propagate_forward_time: 11.2281055450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358800888
validation[          , genome  6604] predictions:    9682/  10000 (96.82%), best:    9732/10000 (97.32%), error:      1017.42114, best error:       911.23450 on epoch:    57, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 144.9685058594s, input_fired_time: 1.6388270855, output_fired_time: 1.1545999050, propagate_forward_time: 57.4238967896, propagate_backward_time: 81.7255935669, weight_update_time: 0.1398169100, other_time: 3.0255889893
epoch time: 12.2306070328s, input_fired_time: 0.1959172338, output_fired_time: 0.0000000000, propagate_forward_time: 11.4934711456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412187576
validation[          , genome  6604] predictions:    9685/  10000 (96.85%), best:    9732/10000 (97.32%), error:      1035.95557, best error:       911.23450 on epoch:    57, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 145.2440032959s, input_fired_time: 1.6352759600, output_fired_time: 1.1539484262, propagate_forward_time: 57.5991744995, propagate_backward_time: 81.8332977295, weight_update_time: 0.1385232210, other_time: 3.0223159790
epoch time: 12.2768764496s, input_fired_time: 0.1983003318, output_fired_time: 0.0000000000, propagate_forward_time: 11.5317316055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468444824
validation[          , genome  6604] predictions:    9709/  10000 (97.09%), best:    9732/10000 (97.32%), error:       970.57739, best error:       911.23450 on epoch:    57, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 144.7399444580s, input_fired_time: 1.6341364384, output_fired_time: 1.1505308151, propagate_forward_time: 57.4019584656, propagate_backward_time: 81.5197143555, weight_update_time: 0.1394710839, other_time: 3.0335998535
epoch time: 12.1900043488s, input_fired_time: 0.1948889941, output_fired_time: 0.0000000000, propagate_forward_time: 11.4559097290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392055511
validation[          , genome  6604] predictions:    9713/  10000 (97.13%), best:    9732/10000 (97.32%), error:       964.78094, best error:       911.23450 on epoch:    57, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 144.5897827148s, input_fired_time: 1.6294897795, output_fired_time: 1.1419067383, propagate_forward_time: 57.3990478516, propagate_backward_time: 81.4014282227, weight_update_time: 0.1384221315, other_time: 3.0179138184
epoch time: 11.9051132202s, input_fired_time: 0.1934709400, output_fired_time: 0.0000000000, propagate_forward_time: 11.1768693924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347728729
validation[          , genome  6604] predictions:    9729/  10000 (97.29%), best:    9732/10000 (97.32%), error:       925.51947, best error:       911.23450 on epoch:    57, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 145.0820770264s, input_fired_time: 1.6444340944, output_fired_time: 1.1575260162, propagate_forward_time: 57.4824485779, propagate_backward_time: 81.7745437622, weight_update_time: 0.1398349553, other_time: 3.0231094360
epoch time: 12.1635189056s, input_fired_time: 0.1974538118, output_fired_time: 0.0000000000, propagate_forward_time: 11.4325084686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335569382
validation[          , genome  6604] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:       962.20343, best error:       911.23450 on epoch:    57, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 144.7548217773s, input_fired_time: 1.6410332918, output_fired_time: 1.1521730423, propagate_forward_time: 57.3687210083, propagate_backward_time: 81.5736465454, weight_update_time: 0.1393618137, other_time: 3.0192413330
epoch time: 12.2163228989s, input_fired_time: 0.1959547698, output_fired_time: 0.0000000000, propagate_forward_time: 11.4737577438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466108322
validation[          , genome  6604] predictions:    9707/  10000 (97.07%), best:    9732/10000 (97.32%), error:       991.60535, best error:       911.23450 on epoch:    57, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 141.9710540771s, input_fired_time: 1.6167713404, output_fired_time: 1.1347471476, propagate_forward_time: 56.3258361816, propagate_backward_time: 79.9139862061, weight_update_time: 0.1367489547, other_time: 2.9797058105
epoch time: 12.2219953537s, input_fired_time: 0.1957311183, output_fired_time: 0.0000000000, propagate_forward_time: 11.4795866013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466775894
validation[          , genome  6604] predictions:    9722/  10000 (97.22%), best:    9732/10000 (97.32%), error:       942.40387, best error:       911.23450 on epoch:    57, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 141.4330902100s, input_fired_time: 1.6043211222, output_fired_time: 1.1183400154, propagate_forward_time: 56.1182060242, propagate_backward_time: 79.6132354736, weight_update_time: 0.1352469623, other_time: 2.9789733887
epoch time: 12.2307014465s, input_fired_time: 0.1966624260, output_fired_time: 0.0000000000, propagate_forward_time: 11.4865083694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475301743
validation[          , genome  6604] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       897.29303, best error:       897.29303 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 144.6048278809s, input_fired_time: 1.6302874088, output_fired_time: 1.1393556595, propagate_forward_time: 57.4420280457, propagate_backward_time: 81.3948669434, weight_update_time: 0.1382445842, other_time: 2.9982757568
epoch time: 9.1529512405s, input_fired_time: 0.1665351242, output_fired_time: 0.0000000000, propagate_forward_time: 8.5051794052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812364578
validation[          , genome  6604] predictions:    9709/  10000 (97.09%), best:    9737/10000 (97.37%), error:       991.19666, best error:       897.29303 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 138.2441101074s, input_fired_time: 1.5953297615, output_fired_time: 1.0939394236, propagate_forward_time: 54.8314437866, propagate_backward_time: 77.7815475464, weight_update_time: 0.1333450228, other_time: 2.9418487549
epoch time: 12.2380027771s, input_fired_time: 0.2005821168, output_fired_time: 0.0000000000, propagate_forward_time: 11.4957504272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416698456
validation[          , genome  6604] predictions:    9701/  10000 (97.01%), best:    9737/10000 (97.37%), error:      1010.44867, best error:       897.29303 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 144.7274932861s, input_fired_time: 1.6394718885, output_fired_time: 1.1510692835, propagate_forward_time: 57.3965225220, propagate_backward_time: 81.5343246460, weight_update_time: 0.1384255290, other_time: 3.0061187744
epoch time: 12.1993293762s, input_fired_time: 0.1977992356, output_fired_time: 0.0000000000, propagate_forward_time: 11.4619150162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396146774
validation[          , genome  6604] predictions:    9724/  10000 (97.24%), best:    9737/10000 (97.37%), error:       914.19373, best error:       897.29303 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 144.1665344238s, input_fired_time: 1.6321456432, output_fired_time: 1.1418962479, propagate_forward_time: 57.1977386475, propagate_backward_time: 81.1946716309, weight_update_time: 0.1368111521, other_time: 3.0000915527
epoch time: 12.2265129089s, input_fired_time: 0.1992061436, output_fired_time: 0.0000000000, propagate_forward_time: 11.4822301865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450763702
validation[          , genome  6604] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       914.21594, best error:       897.29303 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 140.8496704102s, input_fired_time: 1.6119852066, output_fired_time: 1.1193091869, propagate_forward_time: 55.8784065247, propagate_backward_time: 79.2809066772, weight_update_time: 0.1347353905, other_time: 2.9590682983
epoch time: 12.0803403854s, input_fired_time: 0.1975424737, output_fired_time: 0.0000000000, propagate_forward_time: 11.3447179794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380802155
validation[          , genome  6604] predictions:    9736/  10000 (97.36%), best:    9737/10000 (97.37%), error:       926.73260, best error:       897.29303 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 141.2766265869s, input_fired_time: 1.6169620752, output_fired_time: 1.1285189390, propagate_forward_time: 55.9885215759, propagate_backward_time: 79.5782241821, weight_update_time: 0.1351074278, other_time: 2.9643936157
epoch time: 12.2296686172s, input_fired_time: 0.1974571794, output_fired_time: 0.0000000000, propagate_forward_time: 11.4907236099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414876938
validation[          , genome  6604] predictions:    9697/  10000 (96.97%), best:    9737/10000 (97.37%), error:       980.77771, best error:       897.29303 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 144.4118652344s, input_fired_time: 1.6388601065, output_fired_time: 1.1493149996, propagate_forward_time: 57.2591590881, propagate_backward_time: 81.3432922363, weight_update_time: 0.1392028630, other_time: 3.0212402344
epoch time: 11.6396989822s, input_fired_time: 0.1955528408, output_fired_time: 0.0000000000, propagate_forward_time: 10.9140758514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300703049
validation[          , genome  6604] predictions:    9706/  10000 (97.06%), best:    9737/10000 (97.37%), error:      1025.51208, best error:       897.29303 on epoch:    93, 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: 60.8949203491s, input_fired_time: 0.9831383824, output_fired_time: 0.0000000000, propagate_forward_time: 57.1722412109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7395401001
best training[          , genome  6604] predictions:   49568/  50000 (99.14%), best:    9737/10000 (97.37%), error:      1838.13281, best error:       897.29303 on epoch:    93, 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: 12.1787300110s, input_fired_time: 0.1932367831, output_fired_time: 0.0000000000, propagate_forward_time: 11.4429769516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425167084
   testing[          , genome  6604] predictions:    9760/  10000 (97.60%), best:    9737/10000 (97.37%), error:       804.91974, best error:       897.29303 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:38:51 (72928): called boinc_finish(0)

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