Nameexact_genome_1512568488_43_6613_0
Workunit2604359
Created7 Dec 2017, 20:54:53 UTC
Sent7 Dec 2017, 21:01:22 UTC
Report deadline14 Dec 2017, 20:58:08 UTC
Received9 Dec 2017, 12:05:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time3 hours 59 min 34 sec
CPU time3 hours 54 min 9 sec
Validate stateValid
Credit1,749.44
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.45 MB
Peak swap size152.86 MB
Peak disk usage1.79 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
0, other_time: 0.5125074387
validation[          , genome  6613] predictions:    9696/  10000 (96.96%), best:    9713/10000 (97.13%), error:      1072.73950, best error:      1018.97974 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 127.0736007690s, input_fired_time: 1.1490925550, output_fired_time: 1.1448142529, propagate_forward_time: 47.6636924744, propagate_backward_time: 74.1682357788, weight_update_time: 0.1914381087, other_time: 2.9477615356
epoch time: 10.2599267960s, input_fired_time: 0.1463961005, output_fired_time: 0.0000000000, propagate_forward_time: 9.5665817261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469493866
validation[          , genome  6613] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1005.26044, best error:      1005.26044 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 129.4918365479s, input_fired_time: 1.1663740873, output_fired_time: 1.1637859344, propagate_forward_time: 48.6625595093, propagate_backward_time: 75.5164794922, weight_update_time: 0.1951887459, other_time: 2.9826431274
epoch time: 9.9670820236s, input_fired_time: 0.1390773058, output_fired_time: 0.0000000000, propagate_forward_time: 9.3080387115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5199661255
validation[          , genome  6613] predictions:    9668/  10000 (96.68%), best:    9704/10000 (97.04%), error:      1117.03284, best error:      1005.26044 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 128.4150543213s, input_fired_time: 1.1697522402, output_fired_time: 1.1522448063, propagate_forward_time: 48.1072502136, propagate_backward_time: 75.0302047729, weight_update_time: 0.1959610879, other_time: 2.9556045532
epoch time: 10.0907545090s, input_fired_time: 0.1434966177, output_fired_time: 0.0000000000, propagate_forward_time: 9.4226112366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5246467590
validation[          , genome  6613] predictions:    9674/  10000 (96.74%), best:    9704/10000 (97.04%), error:      1077.13123, best error:      1005.26044 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 128.0063781738s, input_fired_time: 1.1633032560, output_fired_time: 1.1586428881, propagate_forward_time: 48.0624885559, propagate_backward_time: 74.6474838257, weight_update_time: 0.1936688572, other_time: 2.9744644165
epoch time: 10.2165699005s, input_fired_time: 0.1435624361, output_fired_time: 0.0000000000, propagate_forward_time: 9.5529994965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200080872
validation[          , genome  6613] predictions:    9671/  10000 (96.71%), best:    9704/10000 (97.04%), error:      1135.06641, best error:      1005.26044 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 127.7855758667s, input_fired_time: 1.1587491035, output_fired_time: 1.1484926939, propagate_forward_time: 47.8835868835, propagate_backward_time: 74.6371231079, weight_update_time: 0.1930958480, other_time: 2.9576187134
epoch time: 10.2084884644s, input_fired_time: 0.1448579729, output_fired_time: 0.0000000000, propagate_forward_time: 9.5408906937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5227394104
validation[          , genome  6613] predictions:    9703/  10000 (97.03%), best:    9704/10000 (97.04%), error:      1036.61169, best error:      1005.26044 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 127.7912826538s, input_fired_time: 1.1569533348, output_fired_time: 1.1500301361, propagate_forward_time: 48.0328788757, propagate_backward_time: 74.4818801880, weight_update_time: 0.1932445616, other_time: 2.9695358276
epoch time: 10.4498434067s, input_fired_time: 0.1486015469, output_fired_time: 0.0000000000, propagate_forward_time: 9.7686262131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326156616
validation[          , genome  6613] predictions:    9464/  10000 (94.64%), best:    9704/10000 (97.04%), error:      1736.97253, best error:      1005.26044 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 127.9864730835s, input_fired_time: 1.1614871025, output_fired_time: 1.1568455696, propagate_forward_time: 48.0888099670, propagate_backward_time: 74.6160964966, weight_update_time: 0.1932687163, other_time: 2.9632339478
epoch time: 10.1144390106s, input_fired_time: 0.1420283467, output_fired_time: 0.0000000000, propagate_forward_time: 9.4536323547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5187778473
validation[          , genome  6613] predictions:    9680/  10000 (96.80%), best:    9704/10000 (97.04%), error:      1063.11292, best error:      1005.26044 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 128.6541137695s, input_fired_time: 1.1690917015, output_fired_time: 1.1602036953, propagate_forward_time: 48.3919487000, propagate_backward_time: 74.9724960327, weight_update_time: 0.1916611195, other_time: 2.9603805542
epoch time: 10.1214914322s, input_fired_time: 0.1459228396, output_fired_time: 0.0000000000, propagate_forward_time: 9.4484224319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5271463394
validation[          , genome  6613] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       949.58862, best error:       949.58862 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 127.9724121094s, input_fired_time: 1.1687662601, output_fired_time: 1.1502296925, propagate_forward_time: 48.1034584045, propagate_backward_time: 74.5966491699, weight_update_time: 0.1941621602, other_time: 2.9533081055
epoch time: 10.4411134720s, input_fired_time: 0.1474849582, output_fired_time: 0.0000000000, propagate_forward_time: 9.7610139847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326147079
validation[          , genome  6613] predictions:    9692/  10000 (96.92%), best:    9721/10000 (97.21%), error:       972.08765, best error:       949.58862 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 128.0481719971s, input_fired_time: 1.1658128500, output_fired_time: 1.1507674456, propagate_forward_time: 48.0321273804, propagate_backward_time: 74.7501678467, weight_update_time: 0.1959859580, other_time: 2.9493026733
epoch time: 10.2956504822s, input_fired_time: 0.1475860327, output_fired_time: 0.0000000000, propagate_forward_time: 9.6193141937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287504196
validation[          , genome  6613] predictions:    9591/  10000 (95.91%), best:    9721/10000 (97.21%), error:      1319.85352, best error:       949.58862 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 127.7998123169s, input_fired_time: 1.1650692225, output_fired_time: 1.1550050974, propagate_forward_time: 47.9763526917, propagate_backward_time: 74.5498809814, weight_update_time: 0.1945431530, other_time: 2.9535064697
epoch time: 10.0987100601s, input_fired_time: 0.1475989074, output_fired_time: 0.0000000000, propagate_forward_time: 9.4318437576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5192670822
validation[          , genome  6613] predictions:    9694/  10000 (96.94%), best:    9721/10000 (97.21%), error:       975.43982, best error:       949.58862 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 128.7558288574s, input_fired_time: 1.1712185144, output_fired_time: 1.1555993557, propagate_forward_time: 48.2960052490, propagate_backward_time: 75.1600418091, weight_update_time: 0.1962780058, other_time: 2.9729614258
epoch time: 10.3496942520s, input_fired_time: 0.1471025348, output_fired_time: 0.0000000000, propagate_forward_time: 9.6796903610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5229015350
validation[          , genome  6613] predictions:    9680/  10000 (96.80%), best:    9721/10000 (97.21%), error:      1033.99426, best error:       949.58862 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 128.6863250732s, input_fired_time: 1.1664123535, output_fired_time: 1.1625984907, propagate_forward_time: 48.3456497192, propagate_backward_time: 75.0442352295, weight_update_time: 0.1956383139, other_time: 2.9674301147
epoch time: 10.1794452667s, input_fired_time: 0.1469539553, output_fired_time: 0.0000000000, propagate_forward_time: 9.5061426163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5263490677
validation[          , genome  6613] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       942.80194, best error:       942.80194 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 128.8892669678s, input_fired_time: 1.1745165586, output_fired_time: 1.1611838341, propagate_forward_time: 48.4179916382, propagate_backward_time: 75.1678619385, weight_update_time: 0.1971230060, other_time: 2.9677124023
epoch time: 10.3920354843s, input_fired_time: 0.1464921981, output_fired_time: 0.0000000000, propagate_forward_time: 9.7192125320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5263309479
validation[          , genome  6613] predictions:    9633/  10000 (96.33%), best:    9730/10000 (97.30%), error:      1167.12842, best error:       942.80194 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 127.7924575806s, input_fired_time: 1.1649034023, output_fired_time: 1.1579818726, propagate_forward_time: 47.8728752136, propagate_backward_time: 74.6335067749, weight_update_time: 0.1943851411, other_time: 2.9631881714
epoch time: 10.1520147324s, input_fired_time: 0.1440477520, output_fired_time: 0.0000000000, propagate_forward_time: 9.4847183228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232486725
validation[          , genome  6613] predictions:    9668/  10000 (96.68%), best:    9730/10000 (97.30%), error:      1072.68506, best error:       942.80194 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 127.6490478516s, input_fired_time: 1.1704692841, output_fired_time: 1.1507027149, propagate_forward_time: 48.0232238770, propagate_backward_time: 74.3639755249, weight_update_time: 0.1950062066, other_time: 2.9406738281
epoch time: 10.1614103317s, input_fired_time: 0.1451945603, output_fired_time: 0.0000000000, propagate_forward_time: 9.4902496338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5259656906
validation[          , genome  6613] predictions:    9644/  10000 (96.44%), best:    9730/10000 (97.30%), error:      1181.60229, best error:       942.80194 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 127.7277603149s, input_fired_time: 1.1649682522, output_fired_time: 1.1473467350, propagate_forward_time: 48.0011596680, propagate_backward_time: 74.4701690674, weight_update_time: 0.1928277761, other_time: 2.9441146851
epoch time: 10.0586585999s, input_fired_time: 0.1445102841, output_fired_time: 0.0000000000, propagate_forward_time: 9.3918542862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5222940445
validation[          , genome  6613] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       910.19836, best error:       910.19836 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 128.5242156982s, input_fired_time: 1.1680681705, output_fired_time: 1.1635541916, propagate_forward_time: 48.1984405518, propagate_backward_time: 75.0364303589, weight_update_time: 0.1925856918, other_time: 2.9577255249
epoch time: 10.4375915527s, input_fired_time: 0.1505718976, output_fired_time: 0.0000000000, propagate_forward_time: 9.7590436935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5279760361
validation[          , genome  6613] predictions:    9671/  10000 (96.71%), best:    9730/10000 (97.30%), error:      1147.22888, best error:       910.19836 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 128.0453186035s, input_fired_time: 1.1631982327, output_fired_time: 1.1520091295, propagate_forward_time: 48.0110397339, propagate_backward_time: 74.7602615356, weight_update_time: 0.1959615350, other_time: 2.9588088989
epoch time: 9.9194192886s, input_fired_time: 0.1431448907, output_fired_time: 0.0000000000, propagate_forward_time: 9.2564830780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5197916031
validation[          , genome  6613] predictions:    9724/  10000 (97.24%), best:    9730/10000 (97.30%), error:       934.84247, best error:       910.19836 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 129.0592803955s, input_fired_time: 1.1716048717, output_fired_time: 1.1650371552, propagate_forward_time: 48.3999176025, propagate_backward_time: 75.3613052368, weight_update_time: 0.1949736774, other_time: 2.9614105225
epoch time: 10.1584596634s, input_fired_time: 0.1447738409, output_fired_time: 0.0000000000, propagate_forward_time: 9.4932575226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5204286575
validation[          , genome  6613] predictions:    9729/  10000 (97.29%), best:    9730/10000 (97.30%), error:       925.86877, best error:       910.19836 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 126.4226837158s, input_fired_time: 1.1571257114, output_fired_time: 1.1454379559, propagate_forward_time: 47.2979202271, propagate_backward_time: 73.8789443970, weight_update_time: 0.1913351119, other_time: 2.9432525635
epoch time: 10.2363777161s, input_fired_time: 0.1458703130, output_fired_time: 0.0000000000, propagate_forward_time: 9.5646591187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258483887
validation[          , genome  6613] predictions:    9658/  10000 (96.58%), best:    9730/10000 (97.30%), error:      1151.97192, best error:       910.19836 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 127.2927856445s, input_fired_time: 1.1633675098, output_fired_time: 1.1504828930, propagate_forward_time: 47.6507225037, propagate_backward_time: 74.3679580688, weight_update_time: 0.1955305487, other_time: 2.9602584839
epoch time: 10.1510887146s, input_fired_time: 0.1452698112, output_fired_time: 0.0000000000, propagate_forward_time: 9.4803361893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5254831314
validation[          , genome  6613] predictions:    9716/  10000 (97.16%), best:    9730/10000 (97.30%), error:       939.29688, best error:       910.19836 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 127.1729812622s, input_fired_time: 1.1608388424, output_fired_time: 1.1532516479, propagate_forward_time: 47.5496139526, propagate_backward_time: 74.3533630371, weight_update_time: 0.1943473220, other_time: 2.9559173584
epoch time: 10.3394250870s, input_fired_time: 0.1454265565, output_fired_time: 0.0000000000, propagate_forward_time: 9.6662244797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5277738571
validation[          , genome  6613] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       894.31610, best error:       894.31610 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 127.7128524780s, input_fired_time: 1.1634695530, output_fired_time: 1.1475969553, propagate_forward_time: 48.0184898376, propagate_backward_time: 74.4440231323, weight_update_time: 0.1922347695, other_time: 2.9392776489
epoch time: 10.4974889755s, input_fired_time: 0.1474151313, output_fired_time: 0.0000000000, propagate_forward_time: 9.8235330582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265407562
validation[          , genome  6613] predictions:    9719/  10000 (97.19%), best:    9717/10000 (97.17%), error:       917.44849, best error:       894.31610 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 127.5423431396s, input_fired_time: 1.1629160643, output_fired_time: 1.1453479528, propagate_forward_time: 47.7890968323, propagate_backward_time: 74.5144653320, weight_update_time: 0.1940422803, other_time: 2.9305114746
epoch time: 10.2931623459s, input_fired_time: 0.1479546726, output_fired_time: 0.0000000000, propagate_forward_time: 9.6122903824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329170227
validation[          , genome  6613] predictions:    9702/  10000 (97.02%), best:    9717/10000 (97.17%), error:      1016.46057, best error:       894.31610 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 128.4591064453s, input_fired_time: 1.1726343632, output_fired_time: 1.1554034948, propagate_forward_time: 48.2758941650, propagate_backward_time: 74.8915405273, weight_update_time: 0.1972752362, other_time: 2.9636306763
epoch time: 10.2754898071s, input_fired_time: 0.1471136808, output_fired_time: 0.0000000000, propagate_forward_time: 9.6105861664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177898407
validation[          , genome  6613] predictions:    9714/  10000 (97.14%), best:    9717/10000 (97.17%), error:       947.15576, best error:       894.31610 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 128.5953674316s, input_fired_time: 1.1696455479, output_fired_time: 1.1586308479, propagate_forward_time: 48.2362747192, propagate_backward_time: 75.0702056885, weight_update_time: 0.1962990314, other_time: 2.9606094360
epoch time: 10.2222557068s, input_fired_time: 0.1451637745, output_fired_time: 0.0000000000, propagate_forward_time: 9.5410089493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360832214
validation[          , genome  6613] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       887.67004, best error:       887.67004 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 128.7225952148s, input_fired_time: 1.1763561964, output_fired_time: 1.1601904631, propagate_forward_time: 48.1887626648, propagate_backward_time: 75.2277526855, weight_update_time: 0.1957883984, other_time: 2.9695434570
epoch time: 10.1563663483s, input_fired_time: 0.1468862593, output_fired_time: 0.0000000000, propagate_forward_time: 9.4827680588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267124176
validation[          , genome  6613] predictions:    9733/  10000 (97.33%), best:    9730/10000 (97.30%), error:       895.61774, best error:       887.67004 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 129.4291534424s, input_fired_time: 1.1815145016, output_fired_time: 1.1649440527, propagate_forward_time: 48.5100822449, propagate_backward_time: 75.5918350220, weight_update_time: 0.1973140538, other_time: 2.9807662964
epoch time: 10.4675655365s, input_fired_time: 0.1463070661, output_fired_time: 0.0000000000, propagate_forward_time: 9.7921552658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291032791
validation[          , genome  6613] predictions:    9742/  10000 (97.42%), best:    9730/10000 (97.30%), error:       928.80188, best error:       887.67004 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 128.3119049072s, input_fired_time: 1.1699458361, output_fired_time: 1.1452335119, propagate_forward_time: 48.1861419678, propagate_backward_time: 74.8469848633, weight_update_time: 0.1980049312, other_time: 2.9636001587
epoch time: 10.5465211868s, input_fired_time: 0.1485484838, output_fired_time: 0.0000000000, propagate_forward_time: 9.8717346191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5262384415
validation[          , genome  6613] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       833.78424, best error:       833.78424 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 128.2521362305s, input_fired_time: 1.1672774553, output_fired_time: 1.1595658064, propagate_forward_time: 48.2485580444, propagate_backward_time: 74.7154464722, weight_update_time: 0.1951442212, other_time: 2.9612884521
epoch time: 10.1871843338s, input_fired_time: 0.1466578543, output_fired_time: 0.0000000000, propagate_forward_time: 9.5162057877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243206024
validation[          , genome  6613] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       825.27417, best error:       825.27417 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 128.5023498535s, input_fired_time: 1.1798839569, output_fired_time: 1.1591070890, propagate_forward_time: 48.2749099731, propagate_backward_time: 74.9283447266, weight_update_time: 0.1993689835, other_time: 2.9601058960
epoch time: 10.6336498260s, input_fired_time: 0.1493560672, output_fired_time: 0.0000000000, propagate_forward_time: 9.9530096054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312843323
validation[          , genome  6613] predictions:    9742/  10000 (97.42%), best:    9741/10000 (97.41%), error:       854.25354, best error:       825.27417 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 128.4981536865s, input_fired_time: 1.1706892252, output_fired_time: 1.1573861837, propagate_forward_time: 48.1655578613, propagate_backward_time: 75.0403671265, weight_update_time: 0.1956263483, other_time: 2.9641494751
epoch time: 10.3805694580s, input_fired_time: 0.1474969983, output_fired_time: 0.0000000000, propagate_forward_time: 9.7009744644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320978165
validation[          , genome  6613] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       923.14258, best error:       825.27417 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 128.6210632324s, input_fired_time: 1.1726341248, output_fired_time: 1.1533606052, propagate_forward_time: 48.2936477661, propagate_backward_time: 75.0281524658, weight_update_time: 0.1961712539, other_time: 2.9732666016
epoch time: 10.5015716553s, input_fired_time: 0.1483055204, output_fired_time: 0.0000000000, propagate_forward_time: 9.8216648102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316009521
validation[          , genome  6613] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       903.17474, best error:       825.27417 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 128.7783050537s, input_fired_time: 1.1676415205, output_fired_time: 1.1542042494, propagate_forward_time: 48.2647781372, propagate_backward_time: 75.2125930786, weight_update_time: 0.1958052963, other_time: 2.9790878296
epoch time: 10.1921215057s, input_fired_time: 0.1467250139, output_fired_time: 0.0000000000, propagate_forward_time: 9.5304689407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5149278641
validation[          , genome  6613] predictions:    9677/  10000 (96.77%), best:    9741/10000 (97.41%), error:      1025.84424, best error:       825.27417 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 127.8213043213s, input_fired_time: 1.1601396799, output_fired_time: 1.1398321390, propagate_forward_time: 47.9324989319, propagate_backward_time: 74.6593399048, weight_update_time: 0.1958039105, other_time: 2.9294967651
epoch time: 10.2432107925s, input_fired_time: 0.1458111405, output_fired_time: 0.0000000000, propagate_forward_time: 9.5731258392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242738724
validation[          , genome  6613] predictions:    9715/  10000 (97.15%), best:    9741/10000 (97.41%), error:       907.11926, best error:       825.27417 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 128.7217407227s, input_fired_time: 1.1755020618, output_fired_time: 1.1619118452, propagate_forward_time: 48.3325691223, propagate_backward_time: 75.0874938965, weight_update_time: 0.1956316084, other_time: 2.9642639160
epoch time: 10.5224256516s, input_fired_time: 0.1479786634, output_fired_time: 0.0000000000, propagate_forward_time: 9.8435249329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309219360
validation[          , genome  6613] predictions:    9674/  10000 (96.74%), best:    9741/10000 (97.41%), error:      1041.46985, best error:       825.27417 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 128.5260162354s, input_fired_time: 1.1796725988, output_fired_time: 1.1575844288, propagate_forward_time: 48.2880516052, propagate_backward_time: 74.9577789307, weight_update_time: 0.1916507483, other_time: 2.9429321289
epoch time: 10.3686819077s, input_fired_time: 0.1489964128, output_fired_time: 0.0000000000, propagate_forward_time: 9.6879510880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317344666
validation[          , genome  6613] predictions:    9715/  10000 (97.15%), best:    9741/10000 (97.41%), error:       995.77264, best error:       825.27417 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 127.7634658813s, input_fired_time: 1.1695529222, output_fired_time: 1.1543257236, propagate_forward_time: 48.2751121521, propagate_backward_time: 74.2168884277, weight_update_time: 0.1939594150, other_time: 2.9475860596
epoch time: 9.9331378937s, input_fired_time: 0.1430332065, output_fired_time: 0.0000000000, propagate_forward_time: 9.2742729187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158319473
validation[          , genome  6613] predictions:    9723/  10000 (97.23%), best:    9741/10000 (97.41%), error:       881.40729, best error:       825.27417 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 126.9572296143s, input_fired_time: 1.1687054634, output_fired_time: 1.1396034956, propagate_forward_time: 47.6081237793, propagate_backward_time: 74.1036605835, weight_update_time: 0.1938869357, other_time: 2.9371337891
epoch time: 10.1638526917s, input_fired_time: 0.1463925242, output_fired_time: 0.0000000000, propagate_forward_time: 9.4964885712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5209712982
validation[          , genome  6613] predictions:    9719/  10000 (97.19%), best:    9741/10000 (97.41%), error:       949.56104, best error:       825.27417 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 127.7359008789s, input_fired_time: 1.1698597670, output_fired_time: 1.1439387798, propagate_forward_time: 47.9358024597, propagate_backward_time: 74.5439758301, weight_update_time: 0.1944230050, other_time: 2.9423217773
epoch time: 10.2466993332s, input_fired_time: 0.1460541189, output_fired_time: 0.0000000000, propagate_forward_time: 9.5729780197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276670456
validation[          , genome  6613] predictions:    9742/  10000 (97.42%), best:    9741/10000 (97.41%), error:       857.60840, best error:       825.27417 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 129.5086669922s, input_fired_time: 1.1814458370, output_fired_time: 1.1633489132, propagate_forward_time: 48.8148231506, propagate_backward_time: 75.3848724365, weight_update_time: 0.1949723065, other_time: 2.9641876221
epoch time: 10.2263050079s, input_fired_time: 0.1454290748, output_fired_time: 0.0000000000, propagate_forward_time: 9.5591459274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5217304230
validation[          , genome  6613] predictions:    9713/  10000 (97.13%), best:    9741/10000 (97.41%), error:       907.34137, best error:       825.27417 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 127.6946487427s, input_fired_time: 1.1735998392, output_fired_time: 1.1544163227, propagate_forward_time: 47.8174476624, propagate_backward_time: 74.6078338623, weight_update_time: 0.1934841275, other_time: 2.9413452148
epoch time: 10.4093599319s, input_fired_time: 0.1490471810, output_fired_time: 0.0000000000, propagate_forward_time: 9.7253170013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349960327
validation[          , genome  6613] predictions:    9711/  10000 (97.11%), best:    9741/10000 (97.41%), error:       920.59503, best error:       825.27417 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 128.3520812988s, input_fired_time: 1.1721187830, output_fired_time: 1.1583259106, propagate_forward_time: 48.1644554138, propagate_backward_time: 74.9013671875, weight_update_time: 0.1942724735, other_time: 2.9558105469
epoch time: 10.4288949966s, input_fired_time: 0.1503016651, output_fired_time: 0.0000000000, propagate_forward_time: 9.7446918488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339012146
validation[          , genome  6613] predictions:    9691/  10000 (96.91%), best:    9741/10000 (97.41%), error:      1032.00537, best error:       825.27417 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 129.3688354492s, input_fired_time: 1.1834779978, output_fired_time: 1.1648697853, propagate_forward_time: 48.6492996216, propagate_backward_time: 75.3935775757, weight_update_time: 0.1942786723, other_time: 2.9776153564
epoch time: 10.4476852417s, input_fired_time: 0.1489087492, output_fired_time: 0.0000000000, propagate_forward_time: 9.7748098373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5239667892
validation[          , genome  6613] predictions:    9725/  10000 (97.25%), best:    9741/10000 (97.41%), error:       850.24915, best error:       825.27417 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 128.0802917480s, input_fired_time: 1.1752724648, output_fired_time: 1.1591969728, propagate_forward_time: 48.0238990784, propagate_backward_time: 74.7781677246, weight_update_time: 0.1929106861, other_time: 2.9437561035
epoch time: 10.1611738205s, input_fired_time: 0.1463337094, output_fired_time: 0.0000000000, propagate_forward_time: 9.4901237488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5247163773
validation[          , genome  6613] predictions:    9724/  10000 (97.24%), best:    9741/10000 (97.41%), error:       870.76001, best error:       825.27417 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 128.8483886719s, input_fired_time: 1.1782130003, output_fired_time: 1.1708594561, propagate_forward_time: 48.4304161072, propagate_backward_time: 75.1098785400, weight_update_time: 0.1922754049, other_time: 2.9590148926
epoch time: 10.3602085114s, input_fired_time: 0.1487791538, output_fired_time: 0.0000000000, propagate_forward_time: 9.6808195114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5306100845
validation[          , genome  6613] predictions:    9698/  10000 (96.98%), best:    9741/10000 (97.41%), error:       973.10712, best error:       825.27417 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 127.9872589111s, input_fired_time: 1.1765203476, output_fired_time: 1.1482452154, propagate_forward_time: 48.1394691467, propagate_backward_time: 74.5639190674, weight_update_time: 0.1960884631, other_time: 2.9591064453
epoch time: 10.2096214294s, input_fired_time: 0.1486682594, output_fired_time: 0.0000000000, propagate_forward_time: 9.5294904709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314626694
validation[          , genome  6613] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       812.49023, best error:       812.49023 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 128.1690826416s, input_fired_time: 1.1738158464, output_fired_time: 1.1543333530, propagate_forward_time: 48.1883506775, propagate_backward_time: 74.7051010132, weight_update_time: 0.1960225701, other_time: 2.9474868774
epoch time: 10.4655771255s, input_fired_time: 0.1480993629, output_fired_time: 0.0000000000, propagate_forward_time: 9.7833900452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340881348
validation[          , genome  6613] predictions:    9710/  10000 (97.10%), best:    9746/10000 (97.46%), error:       908.41730, best error:       812.49023 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 128.2210693359s, input_fired_time: 1.1777824163, output_fired_time: 1.1576827765, propagate_forward_time: 48.1795425415, propagate_backward_time: 74.7308578491, weight_update_time: 0.1970206052, other_time: 2.9752044678
epoch time: 10.0725574493s, input_fired_time: 0.1441020817, output_fired_time: 0.0000000000, propagate_forward_time: 9.4124784470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5159769058
validation[          , genome  6613] predictions:    9723/  10000 (97.23%), best:    9746/10000 (97.46%), error:       920.06567, best error:       812.49023 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 127.9614791870s, input_fired_time: 1.1754623652, output_fired_time: 1.1593222618, propagate_forward_time: 47.9074554443, propagate_backward_time: 74.7420959473, weight_update_time: 0.1936430633, other_time: 2.9771423340
epoch time: 10.3210964203s, input_fired_time: 0.1486045569, output_fired_time: 0.0000000000, propagate_forward_time: 9.6485795975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5239124298
validation[          , genome  6613] predictions:    9716/  10000 (97.16%), best:    9746/10000 (97.46%), error:       881.18439, best error:       812.49023 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 128.3182830811s, input_fired_time: 1.1783123016, output_fired_time: 1.1461722851, propagate_forward_time: 48.3071212769, propagate_backward_time: 74.7269744873, weight_update_time: 0.1948214322, other_time: 2.9597015381
epoch time: 10.2179765701s, input_fired_time: 0.1459878683, output_fired_time: 0.0000000000, propagate_forward_time: 9.5529775620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190114975
validation[          , genome  6613] predictions:    9701/  10000 (97.01%), best:    9746/10000 (97.46%), error:       961.83569, best error:       812.49023 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 128.4399719238s, input_fired_time: 1.1803253889, output_fired_time: 1.1508711576, propagate_forward_time: 48.1465301514, propagate_backward_time: 75.0087966919, weight_update_time: 0.1944346130, other_time: 2.9534454346
epoch time: 10.2325839996s, input_fired_time: 0.1470768005, output_fired_time: 0.0000000000, propagate_forward_time: 9.5589332581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265741348
validation[          , genome  6613] predictions:    9695/  10000 (96.95%), best:    9746/10000 (97.46%), error:       976.27863, best error:       812.49023 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 127.2564010620s, input_fired_time: 1.1743592024, output_fired_time: 1.1513662338, propagate_forward_time: 47.7814254761, propagate_backward_time: 74.2154464722, weight_update_time: 0.1935383230, other_time: 2.9337997437
epoch time: 10.2695808411s, input_fired_time: 0.1467290968, output_fired_time: 0.0000000000, propagate_forward_time: 9.6007156372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5221357346
validation[          , genome  6613] predictions:    9631/  10000 (96.31%), best:    9746/10000 (97.46%), error:      1215.14441, best error:       812.49023 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 128.3467559814s, input_fired_time: 1.1835868359, output_fired_time: 1.1509045362, propagate_forward_time: 48.2168045044, propagate_backward_time: 74.8529968262, weight_update_time: 0.1924393028, other_time: 2.9424667358
epoch time: 10.2329635620s, input_fired_time: 0.1492715180, output_fired_time: 0.0000000000, propagate_forward_time: 9.5499439240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337476730
validation[          , genome  6613] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       792.16498, best error:       792.16498 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 128.7241210938s, input_fired_time: 1.1810535192, output_fired_time: 1.1622463465, propagate_forward_time: 48.4050941467, propagate_backward_time: 75.0231933594, weight_update_time: 0.1977827102, other_time: 2.9525299072
epoch time: 9.9942932129s, input_fired_time: 0.1467325687, output_fired_time: 0.0000000000, propagate_forward_time: 9.3318290710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5157318115
validation[          , genome  6613] predictions:    9638/  10000 (96.38%), best:    9763/10000 (97.63%), error:      1222.83789, best error:       792.16498 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 128.0912628174s, input_fired_time: 1.1785604954, output_fired_time: 1.1566908360, propagate_forward_time: 48.1199645996, propagate_backward_time: 74.6753158569, weight_update_time: 0.1936518550, other_time: 2.9607315063
epoch time: 10.1676692963s, input_fired_time: 0.1465790123, output_fired_time: 0.0000000000, propagate_forward_time: 9.4942655563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268249512
validation[          , genome  6613] predictions:    9738/  10000 (97.38%), best:    9763/10000 (97.63%), error:       848.12036, best error:       792.16498 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 128.4337005615s, input_fired_time: 1.1802086830, output_fired_time: 1.1526761055, propagate_forward_time: 48.1602516174, propagate_backward_time: 74.9868164063, weight_update_time: 0.1923919916, other_time: 2.9537506104
epoch time: 10.3525457382s, input_fired_time: 0.1500536650, output_fired_time: 0.0000000000, propagate_forward_time: 9.6729564667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5295352936
validation[          , genome  6613] predictions:    9728/  10000 (97.28%), best:    9763/10000 (97.63%), error:       866.06958, best error:       792.16498 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 129.2608795166s, input_fired_time: 1.1815112829, output_fired_time: 1.1650768518, propagate_forward_time: 48.5359306335, propagate_backward_time: 75.4183197021, weight_update_time: 0.1968221068, other_time: 2.9600372314
epoch time: 10.2559213638s, input_fired_time: 0.1484785974, output_fired_time: 0.0000000000, propagate_forward_time: 9.5759716034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314712524
validation[          , genome  6613] predictions:    9696/  10000 (96.96%), best:    9763/10000 (97.63%), error:       960.30652, best error:       792.16498 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 129.0878448486s, input_fired_time: 1.1813054085, output_fired_time: 1.1622254848, propagate_forward_time: 48.6172218323, propagate_backward_time: 75.1570510864, weight_update_time: 0.1949470639, other_time: 2.9700393677
epoch time: 10.2112112045s, input_fired_time: 0.1487715542, output_fired_time: 0.0000000000, propagate_forward_time: 9.5331516266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292882919
validation[          , genome  6613] predictions:    9582/  10000 (95.82%), best:    9763/10000 (97.63%), error:      1339.51196, best error:       792.16498 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 128.5070037842s, input_fired_time: 1.1841391325, output_fired_time: 1.1583235264, propagate_forward_time: 48.2091026306, propagate_backward_time: 74.9964065552, weight_update_time: 0.1955137104, other_time: 2.9590377808
epoch time: 10.1778316498s, input_fired_time: 0.1504316628, output_fired_time: 0.0000000000, propagate_forward_time: 9.4987316132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286684036
validation[          , genome  6613] predictions:    9732/  10000 (97.32%), best:    9763/10000 (97.63%), error:       871.13440, best error:       792.16498 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 127.7616043091s, input_fired_time: 1.1729085445, output_fired_time: 1.1551911831, propagate_forward_time: 47.9997749329, propagate_backward_time: 74.4977188110, weight_update_time: 0.1927009970, other_time: 2.9360122681
epoch time: 10.4326820374s, input_fired_time: 0.1533970386, output_fired_time: 0.0000000000, propagate_forward_time: 9.7482366562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310487747
validation[          , genome  6613] predictions:    9584/  10000 (95.84%), best:    9763/10000 (97.63%), error:      1314.67993, best error:       792.16498 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 127.9000701904s, input_fired_time: 1.1815500259, output_fired_time: 1.1582413912, propagate_forward_time: 47.9588775635, propagate_backward_time: 74.6672058105, weight_update_time: 0.1927596927, other_time: 2.9341964722
epoch time: 10.4228382111s, input_fired_time: 0.1508746296, output_fired_time: 0.0000000000, propagate_forward_time: 9.7441205978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278425217
validation[          , genome  6613] predictions:    9746/  10000 (97.46%), best:    9763/10000 (97.63%), error:       853.52856, best error:       792.16498 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 128.5739288330s, input_fired_time: 1.1875466108, output_fired_time: 1.1594065428, propagate_forward_time: 48.3779602051, propagate_backward_time: 74.9070053101, weight_update_time: 0.1949288696, other_time: 2.9420089722
epoch time: 10.3903102875s, input_fired_time: 0.1498489678, output_fired_time: 0.0000000000, propagate_forward_time: 9.7043447495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361166000
validation[          , genome  6613] predictions:    9730/  10000 (97.30%), best:    9763/10000 (97.63%), error:       875.71832, best error:       792.16498 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 127.2542953491s, input_fired_time: 1.1771010160, output_fired_time: 1.1479161978, propagate_forward_time: 47.8840789795, propagate_backward_time: 74.1083221436, weight_update_time: 0.1937155873, other_time: 2.9368743896
epoch time: 10.1345081329s, input_fired_time: 0.1501904279, output_fired_time: 0.0000000000, propagate_forward_time: 9.4611797333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5231380463
validation[          , genome  6613] predictions:    9711/  10000 (97.11%), best:    9763/10000 (97.63%), error:       957.89209, best error:       792.16498 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 129.0318908691s, input_fired_time: 1.1893936396, output_fired_time: 1.1564329863, propagate_forward_time: 48.3836059570, propagate_backward_time: 75.3448333740, weight_update_time: 0.1964477152, other_time: 2.9576263428
epoch time: 10.4089803696s, input_fired_time: 0.1530226767, output_fired_time: 0.0000000000, propagate_forward_time: 9.7258214951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301361084
validation[          , genome  6613] predictions:    9745/  10000 (97.45%), best:    9763/10000 (97.63%), error:       844.72784, best error:       792.16498 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 128.0327758789s, input_fired_time: 1.1771856546, output_fired_time: 1.1526393890, propagate_forward_time: 48.0089721680, propagate_backward_time: 74.7475280762, weight_update_time: 0.1941403896, other_time: 2.9464492798
epoch time: 10.4081363678s, input_fired_time: 0.1504694372, output_fired_time: 0.0000000000, propagate_forward_time: 9.7314586639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5262079239
validation[          , genome  6613] predictions:    9706/  10000 (97.06%), best:    9763/10000 (97.63%), error:       962.57483, best error:       792.16498 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 128.1121520996s, input_fired_time: 1.1852256060, output_fired_time: 1.1607654095, propagate_forward_time: 48.0008697510, propagate_backward_time: 74.8080291748, weight_update_time: 0.1938385218, other_time: 2.9572601318
epoch time: 10.3271160126s, input_fired_time: 0.1510046124, output_fired_time: 0.0000000000, propagate_forward_time: 9.6491460800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5269651413
validation[          , genome  6613] predictions:    9732/  10000 (97.32%), best:    9763/10000 (97.63%), error:       877.10187, best error:       792.16498 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 126.9334716797s, input_fired_time: 1.1789771318, output_fired_time: 1.1490193605, propagate_forward_time: 47.6379318237, propagate_backward_time: 74.0211563110, weight_update_time: 0.1955875903, other_time: 2.9463882446
epoch time: 10.3044614792s, input_fired_time: 0.1492865980, output_fired_time: 0.0000000000, propagate_forward_time: 9.6312732697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5239019394
validation[          , genome  6613] predictions:    9412/  10000 (94.12%), best:    9763/10000 (97.63%), error:      1846.50671, best error:       792.16498 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 127.5038223267s, input_fired_time: 1.1791695356, output_fired_time: 1.1481797695, propagate_forward_time: 47.9690246582, propagate_backward_time: 74.2589187622, weight_update_time: 0.1935205311, other_time: 2.9485321045
epoch time: 10.1608362198s, input_fired_time: 0.1478874236, output_fired_time: 0.0000000000, propagate_forward_time: 9.4859838486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5269651413
validation[          , genome  6613] predictions:    9725/  10000 (97.25%), best:    9763/10000 (97.63%), error:       921.01587, best error:       792.16498 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 124.6390151978s, input_fired_time: 1.1588861942, output_fired_time: 1.1245253086, propagate_forward_time: 46.7599449158, propagate_backward_time: 72.7092895508, weight_update_time: 0.1890785247, other_time: 2.8863677979
epoch time: 10.3438558578s, input_fired_time: 0.1487733424, output_fired_time: 0.0000000000, propagate_forward_time: 9.6619548798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331277847
validation[          , genome  6613] predictions:    9733/  10000 (97.33%), best:    9763/10000 (97.63%), error:       831.79425, best error:       792.16498 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 128.9706726074s, input_fired_time: 1.1823025942, output_fired_time: 1.1587307453, propagate_forward_time: 48.4928627014, propagate_backward_time: 75.1798400879, weight_update_time: 0.1941372007, other_time: 2.9569396973
epoch time: 10.0258474350s, input_fired_time: 0.1470393687, output_fired_time: 0.0000000000, propagate_forward_time: 9.3607149124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180931091
validation[          , genome  6613] predictions:    9742/  10000 (97.42%), best:    9763/10000 (97.63%), error:       851.23865, best error:       792.16498 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 128.3205413818s, input_fired_time: 1.1817165613, output_fired_time: 1.1506229639, propagate_forward_time: 48.2637214661, propagate_backward_time: 74.7776489258, weight_update_time: 0.1934738457, other_time: 2.9468383789
epoch time: 10.6773624420s, input_fired_time: 0.1516728252, output_fired_time: 0.0000000000, propagate_forward_time: 9.9932613373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324287415
validation[          , genome  6613] predictions:    9732/  10000 (97.32%), best:    9763/10000 (97.63%), error:       867.72418, best error:       792.16498 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 126.9852981567s, input_fired_time: 1.1777836084, output_fired_time: 1.1394122839, propagate_forward_time: 47.6109619141, propagate_backward_time: 74.1224975586, weight_update_time: 0.1955389827, other_time: 2.9346466064
epoch time: 10.0947036743s, input_fired_time: 0.1482044607, output_fired_time: 0.0000000000, propagate_forward_time: 9.4267616272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5197372437
validation[          , genome  6613] predictions:    9750/  10000 (97.50%), best:    9763/10000 (97.63%), error:       829.14978, best error:       792.16498 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 128.8264923096s, input_fired_time: 1.1903418303, output_fired_time: 1.1559191942, propagate_forward_time: 48.5082015991, propagate_backward_time: 75.0037155151, weight_update_time: 0.1936545819, other_time: 2.9683151245
epoch time: 10.2567291260s, input_fired_time: 0.1477312148, output_fired_time: 0.0000000000, propagate_forward_time: 9.5810012817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5279970169
validation[          , genome  6613] predictions:    9741/  10000 (97.41%), best:    9763/10000 (97.63%), error:       842.68121, best error:       792.16498 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 128.4865112305s, input_fired_time: 1.1911274195, output_fired_time: 1.1567929983, propagate_forward_time: 48.3093376160, propagate_backward_time: 74.8729705811, weight_update_time: 0.1944210827, other_time: 2.9562835693
epoch time: 10.4182100296s, input_fired_time: 0.1518882811, output_fired_time: 0.0000000000, propagate_forward_time: 9.7365179062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298042297
validation[          , genome  6613] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       775.34247, best error:       775.34247 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 127.8203506470s, input_fired_time: 1.1833496094, output_fired_time: 1.1462348700, propagate_forward_time: 47.9414024353, propagate_backward_time: 74.5987854004, weight_update_time: 0.1938763112, other_time: 2.9505767822
epoch time: 10.5993738174s, input_fired_time: 0.1529162377, output_fired_time: 0.0000000000, propagate_forward_time: 9.9219121933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5245456696
validation[          , genome  6613] predictions:    9749/  10000 (97.49%), best:    9758/10000 (97.58%), error:       848.84283, best error:       775.34247 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 128.1667175293s, input_fired_time: 1.1868668795, output_fired_time: 1.1515787840, propagate_forward_time: 48.1404037476, propagate_backward_time: 74.7467117310, weight_update_time: 0.1925130635, other_time: 2.9411544800
epoch time: 10.4229793549s, input_fired_time: 0.1516029835, output_fired_time: 0.0000000000, propagate_forward_time: 9.7397394180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316371918
validation[          , genome  6613] predictions:    9726/  10000 (97.26%), best:    9758/10000 (97.58%), error:       944.40552, best error:       775.34247 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 128.9866027832s, input_fired_time: 1.1921089888, output_fired_time: 1.1613683701, propagate_forward_time: 48.6399078369, propagate_backward_time: 75.0433654785, weight_update_time: 0.1957931817, other_time: 2.9498519897
epoch time: 10.2658414841s, input_fired_time: 0.1511057317, output_fired_time: 0.0000000000, propagate_forward_time: 9.5889530182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5257825851
validation[          , genome  6613] predictions:    9751/  10000 (97.51%), best:    9758/10000 (97.58%), error:       810.26172, best error:       775.34247 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 127.7043075562s, input_fired_time: 1.1916599274, output_fired_time: 1.1536762714, propagate_forward_time: 48.0314254761, propagate_backward_time: 74.3838500977, weight_update_time: 0.1934783310, other_time: 2.9436950684
epoch time: 10.3836565018s, input_fired_time: 0.1490208954, output_fired_time: 0.0000000000, propagate_forward_time: 9.7133426666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212926865
validation[          , genome  6613] predictions:    9709/  10000 (97.09%), best:    9758/10000 (97.58%), error:       903.28571, best error:       775.34247 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 129.5948486328s, input_fired_time: 1.1911107302, output_fired_time: 1.1645944118, propagate_forward_time: 48.6875419617, propagate_backward_time: 75.5978240967, weight_update_time: 0.1987474561, other_time: 2.9537658691
epoch time: 10.5136346817s, input_fired_time: 0.1544192135, output_fired_time: 0.0000000000, propagate_forward_time: 9.8257322311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334835052
validation[          , genome  6613] predictions:    9755/  10000 (97.55%), best:    9758/10000 (97.58%), error:       821.47241, best error:       775.34247 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 128.7203216553s, input_fired_time: 1.1900960207, output_fired_time: 1.1537395716, propagate_forward_time: 48.4744529724, propagate_backward_time: 74.9538421631, weight_update_time: 0.1938233078, other_time: 2.9481964111
epoch time: 10.6240787506s, input_fired_time: 0.1546146125, output_fired_time: 0.0000000000, propagate_forward_time: 9.9423503876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5271139145
validation[          , genome  6613] predictions:    9696/  10000 (96.96%), best:    9758/10000 (97.58%), error:       980.52667, best error:       775.34247 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 128.4976959229s, input_fired_time: 1.1871821880, output_fired_time: 1.1536109447, propagate_forward_time: 48.1845016479, propagate_backward_time: 75.0292663574, weight_update_time: 0.1932477355, other_time: 2.9431381226
epoch time: 10.3661260605s, input_fired_time: 0.1519439518, output_fired_time: 0.0000000000, propagate_forward_time: 9.6781148911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360670090
validation[          , genome  6613] predictions:    9732/  10000 (97.32%), best:    9758/10000 (97.58%), error:       855.04590, best error:       775.34247 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 127.5042190552s, input_fired_time: 1.1785277128, output_fired_time: 1.1534805298, propagate_forward_time: 47.9106483459, propagate_backward_time: 74.3231201172, weight_update_time: 0.1932137907, other_time: 2.9384460449
epoch time: 10.2987413406s, input_fired_time: 0.1501890570, output_fired_time: 0.0000000000, propagate_forward_time: 9.6217994690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267524719
validation[          , genome  6613] predictions:    9745/  10000 (97.45%), best:    9758/10000 (97.58%), error:       843.61017, best error:       775.34247 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 129.6405944824s, input_fired_time: 1.1887282133, output_fired_time: 1.1687568426, propagate_forward_time: 48.7176551819, propagate_backward_time: 75.6058731079, weight_update_time: 0.1948298514, other_time: 2.9595870972
epoch time: 10.1795330048s, input_fired_time: 0.1468483657, output_fired_time: 0.0000000000, propagate_forward_time: 9.5209827423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117015839
validation[          , genome  6613] predictions:    9724/  10000 (97.24%), best:    9758/10000 (97.58%), error:       879.82947, best error:       775.34247 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 128.0173797607s, input_fired_time: 1.1861078739, output_fired_time: 1.1603109837, propagate_forward_time: 48.1302986145, propagate_backward_time: 74.6037826538, weight_update_time: 0.1942267716, other_time: 2.9368820190
epoch time: 10.2514591217s, input_fired_time: 0.1473928839, output_fired_time: 0.0000000000, propagate_forward_time: 9.5772342682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268316269
validation[          , genome  6613] predictions:    9697/  10000 (96.97%), best:    9758/10000 (97.58%), error:       958.10699, best error:       775.34247 on epoch:    90, 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: 51.3483924866s, input_fired_time: 0.7551383972, output_fired_time: 0.0000000000, propagate_forward_time: 47.9245605469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6686935425
best training[          , genome  6613] predictions:   49521/  50000 (99.04%), best:    9758/10000 (97.58%), error:      1880.09509, best error:       775.34247 on epoch:    90, 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: 10.0144195557s, input_fired_time: 0.1455413699, output_fired_time: 0.0000000000, propagate_forward_time: 9.3561840057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5126943588
   testing[          , genome  6613] predictions:    9773/  10000 (97.73%), best:    9758/10000 (97.58%), error:       783.44250, best error:       775.34247 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:05:20 (1568): called boinc_finish(0)

</stderr_txt>
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