Nameexact_genome_1512568488_42_7078_2
Workunit2606635
Created7 Dec 2017, 23:54:23 UTC
Sent7 Dec 2017, 23:58:32 UTC
Report deadline14 Dec 2017, 15:34:27 UTC
Received8 Dec 2017, 16:45:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time3 hours 49 min 11 sec
CPU time3 hours 49 min 7 sec
Validate stateValid
Credit1,662.49
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.28 MB
Peak swap size155.05 MB
Peak disk usage1.57 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
: 0.8412035704, propagate_forward_time: 49.3055191040, propagate_backward_time: 69.5670318604, weight_update_time: 0.1571127027, other_time: 2.6907043457
epoch time: 10.4684743881s, input_fired_time: 0.1294360608, output_fired_time: 0.0000000000, propagate_forward_time: 9.8599109650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4791269302
validation[          , genome  7078] predictions:    9643/  10000 (96.43%), best:    9733/10000 (97.33%), error:      1160.78284, best error:       966.80792 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 123.2895050049s, input_fired_time: 1.1407157183, output_fired_time: 0.8310599327, propagate_forward_time: 49.1334953308, propagate_backward_time: 69.5397567749, weight_update_time: 0.1575796902, other_time: 2.6444778442
epoch time: 10.4263057709s, input_fired_time: 0.1265503913, output_fired_time: 0.0000000000, propagate_forward_time: 9.8284702301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712848663
validation[          , genome  7078] predictions:    9671/  10000 (96.71%), best:    9733/10000 (97.33%), error:      1014.16467, best error:       966.80792 on epoch:     6, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 123.4501113892s, input_fired_time: 1.1397436857, output_fired_time: 0.8310746551, propagate_forward_time: 49.1347274780, propagate_backward_time: 69.7136077881, weight_update_time: 0.1595996171, other_time: 2.6309585571
epoch time: 10.4366073608s, input_fired_time: 0.1289023459, output_fired_time: 0.0000000000, propagate_forward_time: 9.8365278244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711771011
validation[          , genome  7078] predictions:    9692/  10000 (96.92%), best:    9733/10000 (97.33%), error:       988.68146, best error:       966.80792 on epoch:     6, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 121.7985687256s, input_fired_time: 1.1279351711, output_fired_time: 0.8173379302, propagate_forward_time: 48.3672828674, propagate_backward_time: 68.8829269409, weight_update_time: 0.1605100930, other_time: 2.6030807495
epoch time: 9.3045997620s, input_fired_time: 0.1180845797, output_fired_time: 0.0000000000, propagate_forward_time: 8.7431306839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433841705
validation[          , genome  7078] predictions:    9681/  10000 (96.81%), best:    9733/10000 (97.33%), error:      1093.76624, best error:       966.80792 on epoch:     6, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 121.2215805054s, input_fired_time: 1.1254035234, output_fired_time: 0.8147275448, propagate_forward_time: 47.8985099792, propagate_backward_time: 68.7737197876, weight_update_time: 0.1631936729, other_time: 2.6092147827
epoch time: 10.1144742966s, input_fired_time: 0.1254151016, output_fired_time: 0.0000000000, propagate_forward_time: 9.5269422531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621171951
validation[          , genome  7078] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       923.47858, best error:       923.47858 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 120.4206466675s, input_fired_time: 1.1212769747, output_fired_time: 0.8109482527, propagate_forward_time: 47.6930999756, propagate_backward_time: 68.1999359131, weight_update_time: 0.1664138734, other_time: 2.5953826904
epoch time: 10.2863368988s, input_fired_time: 0.1270479262, output_fired_time: 0.0000000000, propagate_forward_time: 9.6854963303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737930298
validation[          , genome  7078] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       829.51410, best error:       829.51410 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 119.8071365356s, input_fired_time: 1.1140722036, output_fired_time: 0.8023031354, propagate_forward_time: 47.3119850159, propagate_backward_time: 67.9944152832, weight_update_time: 0.1699763983, other_time: 2.5843658447
epoch time: 10.4084281921s, input_fired_time: 0.1281407028, output_fired_time: 0.0000000000, propagate_forward_time: 9.8126792908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676084518
validation[          , genome  7078] predictions:    9679/  10000 (96.79%), best:    9757/10000 (97.57%), error:      1059.07849, best error:       829.51410 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 124.1494216919s, input_fired_time: 1.1426907778, output_fired_time: 0.8265137076, propagate_forward_time: 49.0674514771, propagate_backward_time: 70.4692916870, weight_update_time: 0.1819555908, other_time: 2.6434707642
epoch time: 10.4727678299s, input_fired_time: 0.1296603084, output_fired_time: 0.0000000000, propagate_forward_time: 9.8724212646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706859589
validation[          , genome  7078] predictions:    9687/  10000 (96.87%), best:    9757/10000 (97.57%), error:      1013.79828, best error:       829.51410 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 125.1761322021s, input_fired_time: 1.1486980915, output_fired_time: 0.8377423882, propagate_forward_time: 49.3562240601, propagate_backward_time: 71.1656188965, weight_update_time: 0.1920809895, other_time: 2.6678466797
epoch time: 10.4351167679s, input_fired_time: 0.1286670268, output_fired_time: 0.0000000000, propagate_forward_time: 9.8360157013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704341888
validation[          , genome  7078] predictions:    9708/  10000 (97.08%), best:    9757/10000 (97.57%), error:       948.49854, best error:       829.51410 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 124.8938140869s, input_fired_time: 1.1468547583, output_fired_time: 0.8342040777, propagate_forward_time: 49.1729164124, propagate_backward_time: 71.0706863403, weight_update_time: 0.2009554654, other_time: 2.6691513062
epoch time: 10.4683914185s, input_fired_time: 0.1291234344, output_fired_time: 0.0000000000, propagate_forward_time: 9.8672227859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4720449448
validation[          , genome  7078] predictions:    9729/  10000 (97.29%), best:    9757/10000 (97.57%), error:       888.41748, best error:       829.51410 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 125.3799819946s, input_fired_time: 1.1500326395, output_fired_time: 0.8354454041, propagate_forward_time: 49.2863121033, propagate_backward_time: 71.4189147949, weight_update_time: 0.2123986930, other_time: 2.6892700195
epoch time: 10.4655923843s, input_fired_time: 0.1295650303, output_fired_time: 0.0000000000, propagate_forward_time: 9.8648958206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711313248
validation[          , genome  7078] predictions:    9726/  10000 (97.26%), best:    9757/10000 (97.57%), error:       880.69611, best error:       829.51410 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 125.4610824585s, input_fired_time: 1.1501880884, output_fired_time: 0.8348053098, propagate_forward_time: 49.2695426941, propagate_backward_time: 71.5066757202, weight_update_time: 0.2263778150, other_time: 2.6998672485
epoch time: 10.4648075104s, input_fired_time: 0.1292826831, output_fired_time: 0.0000000000, propagate_forward_time: 9.8631553650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723691940
validation[          , genome  7078] predictions:    9706/  10000 (97.06%), best:    9757/10000 (97.57%), error:       947.94116, best error:       829.51410 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 125.9215011597s, input_fired_time: 1.1559778452, output_fired_time: 0.8430366516, propagate_forward_time: 49.3324203491, propagate_backward_time: 71.8650283813, weight_update_time: 0.2398542911, other_time: 2.7250366211
epoch time: 10.4720153809s, input_fired_time: 0.1299757063, output_fired_time: 0.0000000000, propagate_forward_time: 9.8685216904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735183716
validation[          , genome  7078] predictions:    9685/  10000 (96.85%), best:    9757/10000 (97.57%), error:      1045.28955, best error:       829.51410 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 125.4032058716s, input_fired_time: 1.1523154974, output_fired_time: 0.8327223659, propagate_forward_time: 49.1505088806, propagate_backward_time: 71.5367660522, weight_update_time: 0.2539650500, other_time: 2.7308883667
epoch time: 10.4373149872s, input_fired_time: 0.1316661686, output_fired_time: 0.0000000000, propagate_forward_time: 9.8398551941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657936096
validation[          , genome  7078] predictions:    9725/  10000 (97.25%), best:    9757/10000 (97.57%), error:       900.31287, best error:       829.51410 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 125.7573547363s, input_fired_time: 1.1544214487, output_fired_time: 0.8358879089, propagate_forward_time: 49.3161621094, propagate_backward_time: 71.6979751587, weight_update_time: 0.2684206963, other_time: 2.7529067993
epoch time: 10.4293346405s, input_fired_time: 0.1303300560, output_fired_time: 0.0000000000, propagate_forward_time: 9.8281841278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708204269
validation[          , genome  7078] predictions:    9695/  10000 (96.95%), best:    9757/10000 (97.57%), error:       999.69354, best error:       829.51410 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 125.5871505737s, input_fired_time: 1.1516461372, output_fired_time: 0.8336013556, propagate_forward_time: 49.1963081360, propagate_backward_time: 71.6441574097, weight_update_time: 0.2824368179, other_time: 2.7614364624
epoch time: 10.4696569443s, input_fired_time: 0.1301951706, output_fired_time: 0.0000000000, propagate_forward_time: 9.8665142059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4729471207
validation[          , genome  7078] predictions:    9719/  10000 (97.19%), best:    9757/10000 (97.57%), error:       890.76392, best error:       829.51410 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 125.6858596802s, input_fired_time: 1.1561338902, output_fired_time: 0.8343155384, propagate_forward_time: 49.1676521301, propagate_backward_time: 71.7539443970, weight_update_time: 0.2965086102, other_time: 2.7738113403
epoch time: 10.4562435150s, input_fired_time: 0.1302922219, output_fired_time: 0.0000000000, propagate_forward_time: 9.8537197113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722318649
validation[          , genome  7078] predictions:    9734/  10000 (97.34%), best:    9757/10000 (97.57%), error:       857.10223, best error:       829.51410 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 125.7862014771s, input_fired_time: 1.1535971165, output_fired_time: 0.8357224464, propagate_forward_time: 49.2372207642, propagate_backward_time: 71.7764892578, weight_update_time: 0.3056400120, other_time: 2.7831726074
epoch time: 10.4559192657s, input_fired_time: 0.1307591498, output_fired_time: 0.0000000000, propagate_forward_time: 9.8514585495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737014771
validation[          , genome  7078] predictions:    9720/  10000 (97.20%), best:    9757/10000 (97.57%), error:       888.53918, best error:       829.51410 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 125.8115615845s, input_fired_time: 1.1524745226, output_fired_time: 0.8303320408, propagate_forward_time: 49.1810531616, propagate_backward_time: 71.8533401489, weight_update_time: 0.3166840076, other_time: 2.7943649292
epoch time: 10.4109382629s, input_fired_time: 0.1297581643, output_fired_time: 0.0000000000, propagate_forward_time: 9.8131103516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680700302
validation[          , genome  7078] predictions:    9679/  10000 (96.79%), best:    9757/10000 (97.57%), error:      1010.87500, best error:       829.51410 on epoch:    19, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 126.0052795410s, input_fired_time: 1.1555151939, output_fired_time: 0.8300344348, propagate_forward_time: 49.2283935547, propagate_backward_time: 72.0028076172, weight_update_time: 0.3232367635, other_time: 2.7885284424
epoch time: 10.4165077209s, input_fired_time: 0.1295704097, output_fired_time: 0.0000000000, propagate_forward_time: 9.8124322891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745054245
validation[          , genome  7078] predictions:    9698/  10000 (96.98%), best:    9757/10000 (97.57%), error:      1004.77808, best error:       829.51410 on epoch:    19, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 125.7466583252s, input_fired_time: 1.1547677517, output_fired_time: 0.8333644271, propagate_forward_time: 49.0672721863, propagate_backward_time: 71.8905639648, weight_update_time: 0.3259490132, other_time: 2.8006896973
epoch time: 10.4581518173s, input_fired_time: 0.1327265799, output_fired_time: 0.0000000000, propagate_forward_time: 9.8516368866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737882614
validation[          , genome  7078] predictions:    9720/  10000 (97.20%), best:    9757/10000 (97.57%), error:       870.94427, best error:       829.51410 on epoch:    19, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 126.0778732300s, input_fired_time: 1.1584653854, output_fired_time: 0.8313409686, propagate_forward_time: 49.1531448364, propagate_backward_time: 72.1322784424, weight_update_time: 0.3275699615, other_time: 2.8026428223
epoch time: 10.4240808487s, input_fired_time: 0.1319712400, output_fired_time: 0.0000000000, propagate_forward_time: 9.8227691650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693403244
validation[          , genome  7078] predictions:    9695/  10000 (96.95%), best:    9757/10000 (97.57%), error:      1018.45605, best error:       829.51410 on epoch:    19, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 126.3180313110s, input_fired_time: 1.1596184969, output_fired_time: 0.8346218467, propagate_forward_time: 49.2049903870, propagate_backward_time: 72.3077239990, weight_update_time: 0.3288898170, other_time: 2.8110656738
epoch time: 10.3587265015s, input_fired_time: 0.1307374090, output_fired_time: 0.0000000000, propagate_forward_time: 9.7576150894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703741074
validation[          , genome  7078] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       800.87756, best error:       800.87756 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 126.2431869507s, input_fired_time: 1.1557157040, output_fired_time: 0.8295206428, propagate_forward_time: 49.2382583618, propagate_backward_time: 72.2164459229, weight_update_time: 0.3305986822, other_time: 2.8032455444
epoch time: 10.4586658478s, input_fired_time: 0.1312015206, output_fired_time: 0.0000000000, propagate_forward_time: 9.8558769226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715871811
validation[          , genome  7078] predictions:    9674/  10000 (96.74%), best:    9758/10000 (97.58%), error:      1036.15125, best error:       800.87756 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 126.2812271118s, input_fired_time: 1.1552095413, output_fired_time: 0.8295600414, propagate_forward_time: 49.2425880432, propagate_backward_time: 72.2533493042, weight_update_time: 0.3304836750, other_time: 2.8005142212
epoch time: 10.4522190094s, input_fired_time: 0.1317262799, output_fired_time: 0.0000000000, propagate_forward_time: 9.8478622437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726305008
validation[          , genome  7078] predictions:    9720/  10000 (97.20%), best:    9758/10000 (97.58%), error:       863.71869, best error:       800.87756 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 126.1637115479s, input_fired_time: 1.1584180593, output_fired_time: 0.8321549892, propagate_forward_time: 49.0959014893, propagate_backward_time: 72.2729797363, weight_update_time: 0.3304523826, other_time: 2.8042602539
epoch time: 10.4062480927s, input_fired_time: 0.1307560503, output_fired_time: 0.0000000000, propagate_forward_time: 9.8062362671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692554474
validation[          , genome  7078] predictions:    9701/  10000 (97.01%), best:    9758/10000 (97.58%), error:       996.66040, best error:       800.87756 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 122.9449920654s, input_fired_time: 1.1406215429, output_fired_time: 0.8122858405, propagate_forward_time: 47.7487144470, propagate_backward_time: 70.4824447632, weight_update_time: 0.3250623047, other_time: 2.7609176636
epoch time: 10.4412536621s, input_fired_time: 0.1309113055, output_fired_time: 0.0000000000, propagate_forward_time: 9.8422126770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681301117
validation[          , genome  7078] predictions:    9725/  10000 (97.25%), best:    9758/10000 (97.58%), error:       858.30493, best error:       800.87756 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 123.6255798340s, input_fired_time: 1.1420056820, output_fired_time: 0.8134987950, propagate_forward_time: 48.0780525208, propagate_backward_time: 70.8263931274, weight_update_time: 0.3254591823, other_time: 2.7656326294
epoch time: 10.0018119812s, input_fired_time: 0.1285520494, output_fired_time: 0.0000000000, propagate_forward_time: 9.4137144089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595451355
validation[          , genome  7078] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       786.77490, best error:       786.77490 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 124.7860107422s, input_fired_time: 1.1504030228, output_fired_time: 0.8220485449, propagate_forward_time: 48.4633522034, propagate_backward_time: 71.5721740723, weight_update_time: 0.3277899623, other_time: 2.7780303955
epoch time: 10.4456787109s, input_fired_time: 0.1311041564, output_fired_time: 0.0000000000, propagate_forward_time: 9.8440198898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705543518
validation[          , genome  7078] predictions:    9738/  10000 (97.38%), best:    9753/10000 (97.53%), error:       865.95685, best error:       786.77490 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 122.3818817139s, input_fired_time: 1.1353037357, output_fired_time: 0.8077844381, propagate_forward_time: 47.5191764832, propagate_backward_time: 70.1821746826, weight_update_time: 0.3233147860, other_time: 2.7374420166
epoch time: 10.0139789581s, input_fired_time: 0.1275914162, output_fired_time: 0.0000000000, propagate_forward_time: 9.4276571274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587306976
validation[          , genome  7078] predictions:    9754/  10000 (97.54%), best:    9753/10000 (97.53%), error:       815.24829, best error:       786.77490 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 122.8704910278s, input_fired_time: 1.1374543905, output_fired_time: 0.8112890720, propagate_forward_time: 47.6633949280, propagate_backward_time: 70.5122604370, weight_update_time: 0.3234959841, other_time: 2.7461013794
epoch time: 10.4342079163s, input_fired_time: 0.1319823414, output_fired_time: 0.0000000000, propagate_forward_time: 9.8328294754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693956375
validation[          , genome  7078] predictions:    9697/  10000 (96.97%), best:    9753/10000 (97.53%), error:       916.50830, best error:       786.77490 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 124.2322082520s, input_fired_time: 1.1456036568, output_fired_time: 0.8130502701, propagate_forward_time: 48.3476753235, propagate_backward_time: 71.1652374268, weight_update_time: 0.3266969919, other_time: 2.7606353760
epoch time: 10.4633522034s, input_fired_time: 0.1330805570, output_fired_time: 0.0000000000, propagate_forward_time: 9.8615121841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687595367
validation[          , genome  7078] predictions:    9722/  10000 (97.22%), best:    9753/10000 (97.53%), error:       887.45825, best error:       786.77490 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 126.3897399902s, input_fired_time: 1.1590092182, output_fired_time: 0.8298376799, propagate_forward_time: 49.1458663940, propagate_backward_time: 72.4643859863, weight_update_time: 0.3297539651, other_time: 2.7906417847
epoch time: 10.4108304977s, input_fired_time: 0.1330654472, output_fired_time: 0.0000000000, propagate_forward_time: 9.8093414307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684238434
validation[          , genome  7078] predictions:    9719/  10000 (97.19%), best:    9753/10000 (97.53%), error:       885.63239, best error:       786.77490 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 125.6542892456s, input_fired_time: 1.1602441072, output_fired_time: 0.8284309506, propagate_forward_time: 48.7069473267, propagate_backward_time: 72.1617736816, weight_update_time: 0.3279571831, other_time: 2.7968902588
epoch time: 10.5100021362s, input_fired_time: 0.1327849030, output_fired_time: 0.0000000000, propagate_forward_time: 9.9020700455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751472473
validation[          , genome  7078] predictions:    9700/  10000 (97.00%), best:    9753/10000 (97.53%), error:      1000.70044, best error:       786.77490 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 126.5139160156s, input_fired_time: 1.1656804085, output_fired_time: 0.8314154148, propagate_forward_time: 49.2007255554, propagate_backward_time: 72.5097656250, weight_update_time: 0.3299269974, other_time: 2.8063354492
epoch time: 10.4682435989s, input_fired_time: 0.1340268999, output_fired_time: 0.0000000000, propagate_forward_time: 9.8627223969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4714946747
validation[          , genome  7078] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       821.42303, best error:       786.77490 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 126.6563110352s, input_fired_time: 1.1646114588, output_fired_time: 0.8256882429, propagate_forward_time: 49.2654724121, propagate_backward_time: 72.6018600464, weight_update_time: 0.3302962184, other_time: 2.7986755371
epoch time: 10.4323902130s, input_fired_time: 0.1317828745, output_fired_time: 0.0000000000, propagate_forward_time: 9.8394823074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611253738
validation[          , genome  7078] predictions:    9709/  10000 (97.09%), best:    9753/10000 (97.53%), error:       916.65039, best error:       786.77490 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 126.6617889404s, input_fired_time: 1.1610515118, output_fired_time: 0.8296613693, propagate_forward_time: 49.2011871338, propagate_backward_time: 72.6714401245, weight_update_time: 0.3300335407, other_time: 2.7984542847
epoch time: 10.4322786331s, input_fired_time: 0.1344341785, output_fired_time: 0.0000000000, propagate_forward_time: 9.8285026550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693422318
validation[          , genome  7078] predictions:    9717/  10000 (97.17%), best:    9753/10000 (97.53%), error:       925.75085, best error:       786.77490 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 126.3827133179s, input_fired_time: 1.1628961563, output_fired_time: 0.8295470476, propagate_forward_time: 49.0808982849, propagate_backward_time: 72.5196685791, weight_update_time: 0.3295912445, other_time: 2.7897033691
epoch time: 10.4484653473s, input_fired_time: 0.1334115714, output_fired_time: 0.0000000000, propagate_forward_time: 9.8494138718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656400681
validation[          , genome  7078] predictions:    9592/  10000 (95.92%), best:    9753/10000 (97.53%), error:      1312.23840, best error:       786.77490 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 126.4944152832s, input_fired_time: 1.1622809172, output_fired_time: 0.8280646801, propagate_forward_time: 49.1424674988, propagate_backward_time: 72.5803527832, weight_update_time: 0.3299600780, other_time: 2.7812500000
epoch time: 10.4684247971s, input_fired_time: 0.1334122568, output_fired_time: 0.0000000000, propagate_forward_time: 9.8628187180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721937180
validation[          , genome  7078] predictions:    9719/  10000 (97.19%), best:    9753/10000 (97.53%), error:       876.83246, best error:       786.77490 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 127.1270599365s, input_fired_time: 1.1684802771, output_fired_time: 0.8359597325, propagate_forward_time: 49.2963829041, propagate_backward_time: 73.0371856689, weight_update_time: 0.3323732615, other_time: 2.7890472412
epoch time: 10.4780998230s, input_fired_time: 0.1343488991, output_fired_time: 0.0000000000, propagate_forward_time: 9.8738079071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699430466
validation[          , genome  7078] predictions:    9725/  10000 (97.25%), best:    9753/10000 (97.53%), error:       850.86389, best error:       786.77490 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 127.1162338257s, input_fired_time: 1.1659150124, output_fired_time: 0.8318408728, propagate_forward_time: 49.3390083313, propagate_backward_time: 72.9924392700, weight_update_time: 0.3322689831, other_time: 2.7870254517
epoch time: 10.4792633057s, input_fired_time: 0.1328980476, output_fired_time: 0.0000000000, propagate_forward_time: 9.8748350143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715299606
validation[          , genome  7078] predictions:    9713/  10000 (97.13%), best:    9753/10000 (97.53%), error:       926.78430, best error:       786.77490 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 127.1854171753s, input_fired_time: 1.1740850210, output_fired_time: 0.8365869522, propagate_forward_time: 49.2236518860, propagate_backward_time: 73.1373596191, weight_update_time: 0.3305782080, other_time: 2.8137359619
epoch time: 10.4337520599s, input_fired_time: 0.1346418560, output_fired_time: 0.0000000000, propagate_forward_time: 9.8283023834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708080292
validation[          , genome  7078] predictions:    9732/  10000 (97.32%), best:    9753/10000 (97.53%), error:       854.27448, best error:       786.77490 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 127.0922241211s, input_fired_time: 1.1746206284, output_fired_time: 0.8381425142, propagate_forward_time: 49.3301239014, propagate_backward_time: 72.9402313232, weight_update_time: 0.3298386931, other_time: 2.8091049194
epoch time: 10.4158029556s, input_fired_time: 0.1337074041, output_fired_time: 0.0000000000, propagate_forward_time: 9.8121967316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698991776
validation[          , genome  7078] predictions:    9741/  10000 (97.41%), best:    9753/10000 (97.53%), error:       835.55804, best error:       786.77490 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 126.9145660400s, input_fired_time: 1.1732431650, output_fired_time: 0.8299025297, propagate_forward_time: 49.1302719116, propagate_backward_time: 72.9822387695, weight_update_time: 0.3320471644, other_time: 2.7989120483
epoch time: 10.4791049957s, input_fired_time: 0.1343551427, output_fired_time: 0.0000000000, propagate_forward_time: 9.8735437393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712057114
validation[          , genome  7078] predictions:    9719/  10000 (97.19%), best:    9753/10000 (97.53%), error:       968.08118, best error:       786.77490 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 126.6791839600s, input_fired_time: 1.1687965393, output_fired_time: 0.8316496015, propagate_forward_time: 49.0852088928, propagate_backward_time: 72.8027420044, weight_update_time: 0.3313771188, other_time: 2.7907943726
epoch time: 10.4752178192s, input_fired_time: 0.1336217821, output_fired_time: 0.0000000000, propagate_forward_time: 9.8710069656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705886841
validation[          , genome  7078] predictions:    9700/  10000 (97.00%), best:    9753/10000 (97.53%), error:       918.57959, best error:       786.77490 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 126.9124832153s, input_fired_time: 1.1726133823, output_fired_time: 0.8283719420, propagate_forward_time: 49.2815551758, propagate_backward_time: 72.8390350342, weight_update_time: 0.3307654858, other_time: 2.7909088135
epoch time: 10.4658107758s, input_fired_time: 0.1348293424, output_fired_time: 0.0000000000, propagate_forward_time: 9.8602466583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707345963
validation[          , genome  7078] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       894.58295, best error:       786.77490 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 126.7851257324s, input_fired_time: 1.1740119457, output_fired_time: 0.8328612447, propagate_forward_time: 49.1796951294, propagate_backward_time: 72.7988586426, weight_update_time: 0.3299009204, other_time: 2.7996978760
epoch time: 10.4400482178s, input_fired_time: 0.1352879703, output_fired_time: 0.0000000000, propagate_forward_time: 9.8329839706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717760086
validation[          , genome  7078] predictions:    9705/  10000 (97.05%), best:    9753/10000 (97.53%), error:       927.82831, best error:       786.77490 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 126.3984069824s, input_fired_time: 1.1693847179, output_fired_time: 0.8294869661, propagate_forward_time: 49.0061569214, propagate_backward_time: 72.5966110229, weight_update_time: 0.3291392624, other_time: 2.7967605591
epoch time: 10.4607276917s, input_fired_time: 0.1339979023, output_fired_time: 0.0000000000, propagate_forward_time: 9.8564863205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702434540
validation[          , genome  7078] predictions:    9724/  10000 (97.24%), best:    9753/10000 (97.53%), error:       888.61334, best error:       786.77490 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 126.5634460449s, input_fired_time: 1.1705970764, output_fired_time: 0.8346353173, propagate_forward_time: 49.0654602051, propagate_backward_time: 72.7087783813, weight_update_time: 0.3294345737, other_time: 2.7839813232
epoch time: 10.4243946075s, input_fired_time: 0.1335534751, output_fired_time: 0.0000000000, propagate_forward_time: 9.8215618134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692792892
validation[          , genome  7078] predictions:    9732/  10000 (97.32%), best:    9753/10000 (97.53%), error:       952.75562, best error:       786.77490 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 126.5716094971s, input_fired_time: 1.1698594093, output_fired_time: 0.8307844400, propagate_forward_time: 49.1134757996, propagate_backward_time: 72.6775131226, weight_update_time: 0.3293110728, other_time: 2.7799758911
epoch time: 10.4388771057s, input_fired_time: 0.1346738040, output_fired_time: 0.0000000000, propagate_forward_time: 9.8432235718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609794617
validation[          , genome  7078] predictions:    9731/  10000 (97.31%), best:    9753/10000 (97.53%), error:       898.88519, best error:       786.77490 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 126.7637176514s, input_fired_time: 1.1700928211, output_fired_time: 0.8246867657, propagate_forward_time: 49.1512832642, propagate_backward_time: 72.8317565918, weight_update_time: 0.3294363916, other_time: 2.7859039307
epoch time: 10.4495725632s, input_fired_time: 0.1349388808, output_fired_time: 0.0000000000, propagate_forward_time: 9.8434886932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711446762
validation[          , genome  7078] predictions:    9755/  10000 (97.55%), best:    9753/10000 (97.53%), error:       802.42120, best error:       786.77490 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 127.0579299927s, input_fired_time: 1.1728644371, output_fired_time: 0.8297156692, propagate_forward_time: 49.2538261414, propagate_backward_time: 73.0048141479, weight_update_time: 0.3297032118, other_time: 2.7967147827
epoch time: 10.4581317902s, input_fired_time: 0.1341852248, output_fired_time: 0.0000000000, propagate_forward_time: 9.8536539078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702930450
validation[          , genome  7078] predictions:    9721/  10000 (97.21%), best:    9753/10000 (97.53%), error:       927.43707, best error:       786.77490 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 126.8533935547s, input_fired_time: 1.1751844883, output_fired_time: 0.8318767548, propagate_forward_time: 49.1380767822, propagate_backward_time: 72.9139404297, weight_update_time: 0.3292240798, other_time: 2.7943115234
epoch time: 10.4252777100s, input_fired_time: 0.1348554194, output_fired_time: 0.0000000000, propagate_forward_time: 9.8309755325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4594469070
validation[          , genome  7078] predictions:    9644/  10000 (96.44%), best:    9753/10000 (97.53%), error:      1119.04517, best error:       786.77490 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 127.1534881592s, input_fired_time: 1.1798156500, output_fired_time: 0.8353093266, propagate_forward_time: 49.3164253235, propagate_backward_time: 73.0239410400, weight_update_time: 0.3306733370, other_time: 2.7979888916
epoch time: 10.2769422531s, input_fired_time: 0.1345240027, output_fired_time: 0.0000000000, propagate_forward_time: 9.6765842438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658336639
validation[          , genome  7078] predictions:    9736/  10000 (97.36%), best:    9753/10000 (97.53%), error:       834.58539, best error:       786.77490 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 127.1746826172s, input_fired_time: 1.1794342995, output_fired_time: 0.8389303088, propagate_forward_time: 49.1781234741, propagate_backward_time: 73.1731262207, weight_update_time: 0.3311523199, other_time: 2.8050689697
epoch time: 10.4307994843s, input_fired_time: 0.1369673014, output_fired_time: 0.0000000000, propagate_forward_time: 9.8229084015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709234238
validation[          , genome  7078] predictions:    9683/  10000 (96.83%), best:    9753/10000 (97.53%), error:      1033.80481, best error:       786.77490 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 124.6716461182s, input_fired_time: 1.1637221575, output_fired_time: 0.8182524443, propagate_forward_time: 48.2298240662, propagate_backward_time: 71.6942367554, weight_update_time: 0.3272392750, other_time: 2.7656173706
epoch time: 10.4095764160s, input_fired_time: 0.1343201101, output_fired_time: 0.0000000000, propagate_forward_time: 9.8176136017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576425552
validation[          , genome  7078] predictions:    9721/  10000 (97.21%), best:    9753/10000 (97.53%), error:       880.43854, best error:       786.77490 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 126.2802124023s, input_fired_time: 1.1728113890, output_fired_time: 0.8256160617, propagate_forward_time: 48.9427909851, propagate_backward_time: 72.5575256348, weight_update_time: 0.3294615448, other_time: 2.7814636230
epoch time: 10.4480962753s, input_fired_time: 0.1362747401, output_fired_time: 0.0000000000, propagate_forward_time: 9.8429946899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688272476
validation[          , genome  7078] predictions:    9681/  10000 (96.81%), best:    9753/10000 (97.53%), error:      1033.02039, best error:       786.77490 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 125.4248428345s, input_fired_time: 1.1674172878, output_fired_time: 0.8263249397, propagate_forward_time: 48.5244178772, propagate_backward_time: 72.1326293945, weight_update_time: 0.3278161585, other_time: 2.7740478516
epoch time: 10.4185228348s, input_fired_time: 0.1358469576, output_fired_time: 0.0000000000, propagate_forward_time: 9.8130884171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695873260
validation[          , genome  7078] predictions:    9677/  10000 (96.77%), best:    9753/10000 (97.53%), error:      1036.24512, best error:       786.77490 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 124.4179840088s, input_fired_time: 1.1627236605, output_fired_time: 0.8202541471, propagate_forward_time: 48.0973281860, propagate_backward_time: 71.5797958374, weight_update_time: 0.3267365098, other_time: 2.7578811646
epoch time: 10.4490680695s, input_fired_time: 0.1358679384, output_fired_time: 0.0000000000, propagate_forward_time: 9.8424377441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707622528
validation[          , genome  7078] predictions:    9749/  10000 (97.49%), best:    9753/10000 (97.53%), error:       791.28448, best error:       786.77490 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 126.4560852051s, input_fired_time: 1.1750403643, output_fired_time: 0.8257302046, propagate_forward_time: 49.0208511353, propagate_backward_time: 72.6528472900, weight_update_time: 0.3294627964, other_time: 2.7816162109
epoch time: 10.1874561310s, input_fired_time: 0.1323954314, output_fired_time: 0.0000000000, propagate_forward_time: 9.5902709961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647893906
validation[          , genome  7078] predictions:    9740/  10000 (97.40%), best:    9753/10000 (97.53%), error:       817.12421, best error:       786.77490 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 123.2553024292s, input_fired_time: 1.1544731855, output_fired_time: 0.8073145747, propagate_forward_time: 47.6772346497, propagate_backward_time: 70.8668136597, weight_update_time: 0.3242425621, other_time: 2.7494735718
epoch time: 9.8061685562s, input_fired_time: 0.1294646710, output_fired_time: 0.0000000000, propagate_forward_time: 9.2231492996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4535541534
validation[          , genome  7078] predictions:    9729/  10000 (97.29%), best:    9753/10000 (97.53%), error:       868.44342, best error:       786.77490 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 126.7614212036s, input_fired_time: 1.1724530458, output_fired_time: 0.8259618878, propagate_forward_time: 49.1691360474, propagate_backward_time: 72.8088531494, weight_update_time: 0.3297938108, other_time: 2.7850189209
epoch time: 10.4389152527s, input_fired_time: 0.1344672889, output_fired_time: 0.0000000000, propagate_forward_time: 9.8359870911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684610367
validation[          , genome  7078] predictions:    9738/  10000 (97.38%), best:    9753/10000 (97.53%), error:       855.53656, best error:       786.77490 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 126.1861495972s, input_fired_time: 1.1753547192, output_fired_time: 0.8283857107, propagate_forward_time: 48.8588790894, propagate_backward_time: 72.5449905396, weight_update_time: 0.3285779357, other_time: 2.7785415649
epoch time: 10.3810644150s, input_fired_time: 0.1354319900, output_fired_time: 0.0000000000, propagate_forward_time: 9.7777662277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678659439
validation[          , genome  7078] predictions:    9740/  10000 (97.40%), best:    9753/10000 (97.53%), error:       886.95013, best error:       786.77490 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 123.8889923096s, input_fired_time: 1.1626206636, output_fired_time: 0.8177593946, propagate_forward_time: 47.8600769043, propagate_backward_time: 71.2873611450, weight_update_time: 0.3248358667, other_time: 2.7611770630
epoch time: 10.4539098740s, input_fired_time: 0.1363359690, output_fired_time: 0.0000000000, propagate_forward_time: 9.8445158005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730577469
validation[          , genome  7078] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       783.79303, best error:       783.79303 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 124.8553466797s, input_fired_time: 1.1675785780, output_fired_time: 0.8225757480, propagate_forward_time: 48.2990150452, propagate_backward_time: 71.7958221436, weight_update_time: 0.3275125921, other_time: 2.7703552246
epoch time: 10.3956527710s, input_fired_time: 0.1357987523, output_fired_time: 0.0000000000, propagate_forward_time: 9.7962379456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636163712
validation[          , genome  7078] predictions:    9702/  10000 (97.02%), best:    9754/10000 (97.54%), error:       901.95636, best error:       783.79303 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 124.6584091187s, input_fired_time: 1.1642597914, output_fired_time: 0.8132379055, propagate_forward_time: 48.2598762512, propagate_backward_time: 71.6554946899, weight_update_time: 0.3263129592, other_time: 2.7655410767
epoch time: 10.4511861801s, input_fired_time: 0.1369639188, output_fired_time: 0.0000000000, propagate_forward_time: 9.8429880142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712343216
validation[          , genome  7078] predictions:    9741/  10000 (97.41%), best:    9754/10000 (97.54%), error:       816.69177, best error:       783.79303 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 124.5856552124s, input_fired_time: 1.1676974297, output_fired_time: 0.8160740137, propagate_forward_time: 48.2511672974, propagate_backward_time: 71.5946960449, weight_update_time: 0.3254199624, other_time: 2.7560272217
epoch time: 10.4595584869s, input_fired_time: 0.1378805190, output_fired_time: 0.0000000000, propagate_forward_time: 9.8529195786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687585831
validation[          , genome  7078] predictions:    9736/  10000 (97.36%), best:    9754/10000 (97.54%), error:       884.89673, best error:       783.79303 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 126.4898605347s, input_fired_time: 1.1776154041, output_fired_time: 0.8269570470, propagate_forward_time: 48.9988059998, propagate_backward_time: 72.7047576904, weight_update_time: 0.3290620744, other_time: 2.7817230225
epoch time: 10.4591007233s, input_fired_time: 0.1364925504, output_fired_time: 0.0000000000, propagate_forward_time: 9.8501586914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724493027
validation[          , genome  7078] predictions:    9694/  10000 (96.94%), best:    9754/10000 (97.54%), error:      1010.62787, best error:       783.79303 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 126.4881439209s, input_fired_time: 1.1844987869, output_fired_time: 0.8295227289, propagate_forward_time: 48.9668502808, propagate_backward_time: 72.7285232544, weight_update_time: 0.3301211596, other_time: 2.7787475586
epoch time: 10.4521875381s, input_fired_time: 0.1361807138, output_fired_time: 0.0000000000, propagate_forward_time: 9.8469667435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690399170
validation[          , genome  7078] predictions:    9761/  10000 (97.61%), best:    9754/10000 (97.54%), error:       792.17755, best error:       783.79303 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 126.5565719604s, input_fired_time: 1.1828167439, output_fired_time: 0.8324501514, propagate_forward_time: 48.9963417053, propagate_backward_time: 72.7661056519, weight_update_time: 0.3302250206, other_time: 2.7788619995
epoch time: 10.3150882721s, input_fired_time: 0.1365905702, output_fired_time: 0.0000000000, propagate_forward_time: 9.7119207382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665765762
validation[          , genome  7078] predictions:    9729/  10000 (97.29%), best:    9754/10000 (97.54%), error:       913.69415, best error:       783.79303 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 126.2850341797s, input_fired_time: 1.1776707172, output_fired_time: 0.8227503300, propagate_forward_time: 48.9257049561, propagate_backward_time: 72.5832824707, weight_update_time: 0.3287963569, other_time: 2.7756195068
epoch time: 9.7659177780s, input_fired_time: 0.1301600188, output_fired_time: 0.0000000000, propagate_forward_time: 9.1808986664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548587799
validation[          , genome  7078] predictions:    9727/  10000 (97.27%), best:    9754/10000 (97.54%), error:       923.19769, best error:       783.79303 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 126.6381454468s, input_fired_time: 1.1824868917, output_fired_time: 0.8313888907, propagate_forward_time: 49.0063400269, propagate_backward_time: 72.8176651001, weight_update_time: 0.3306431770, other_time: 2.8002624512
epoch time: 10.4170522690s, input_fired_time: 0.1373429149, output_fired_time: 0.0000000000, propagate_forward_time: 9.8107223511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689874649
validation[          , genome  7078] predictions:    9703/  10000 (97.03%), best:    9754/10000 (97.54%), error:       908.25458, best error:       783.79303 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 126.9128646851s, input_fired_time: 1.1866751909, output_fired_time: 0.8366755843, propagate_forward_time: 49.0839500427, propagate_backward_time: 73.0079421997, weight_update_time: 0.3309908211, other_time: 2.7976150513
epoch time: 10.4368686676s, input_fired_time: 0.1363244206, output_fired_time: 0.0000000000, propagate_forward_time: 9.8286266327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719171524
validation[          , genome  7078] predictions:    9701/  10000 (97.01%), best:    9754/10000 (97.54%), error:       917.38507, best error:       783.79303 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 126.9759674072s, input_fired_time: 1.1841181517, output_fired_time: 0.8269841075, propagate_forward_time: 49.1598587036, propagate_backward_time: 73.0156784058, weight_update_time: 0.3316872418, other_time: 2.7893295288
epoch time: 10.4321155548s, input_fired_time: 0.1369685680, output_fired_time: 0.0000000000, propagate_forward_time: 9.8248434067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703035355
validation[          , genome  7078] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       775.95825, best error:       775.95825 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 127.0272750854s, input_fired_time: 1.1892861128, output_fired_time: 0.8379076719, propagate_forward_time: 49.1228713989, propagate_backward_time: 73.0757064819, weight_update_time: 0.3310412467, other_time: 2.8015060425
epoch time: 10.4334907532s, input_fired_time: 0.1372916400, output_fired_time: 0.0000000000, propagate_forward_time: 9.8250055313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711933136
validation[          , genome  7078] predictions:    9575/  10000 (95.75%), best:    9767/10000 (97.67%), error:      1310.37439, best error:       775.95825 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 127.0664443970s, input_fired_time: 1.1890956163, output_fired_time: 0.8338665962, propagate_forward_time: 49.2353858948, propagate_backward_time: 73.0071945190, weight_update_time: 0.3305512965, other_time: 2.8008956909
epoch time: 10.4580240250s, input_fired_time: 0.1384328753, output_fired_time: 0.0000000000, propagate_forward_time: 9.8486089706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709825516
validation[          , genome  7078] predictions:    9741/  10000 (97.41%), best:    9767/10000 (97.67%), error:       804.56250, best error:       775.95825 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 127.1385421753s, input_fired_time: 1.1896826029, output_fired_time: 0.8286448121, propagate_forward_time: 49.2167510986, propagate_backward_time: 73.1007537842, weight_update_time: 0.3315816224, other_time: 2.8027114868
epoch time: 10.4788026810s, input_fired_time: 0.1388230920, output_fired_time: 0.0000000000, propagate_forward_time: 9.8676986694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722805023
validation[          , genome  7078] predictions:    9728/  10000 (97.28%), best:    9767/10000 (97.67%), error:       888.18408, best error:       775.95825 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 127.3473968506s, input_fired_time: 1.1886907816, output_fired_time: 0.8347015381, propagate_forward_time: 49.2406196594, propagate_backward_time: 73.2767486572, weight_update_time: 0.3326212168, other_time: 2.8066406250
epoch time: 10.4643955231s, input_fired_time: 0.1380147785, output_fired_time: 0.0000000000, propagate_forward_time: 9.8532819748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730987549
validation[          , genome  7078] predictions:    9692/  10000 (96.92%), best:    9767/10000 (97.67%), error:      1005.50311, best error:       775.95825 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 127.2718200684s, input_fired_time: 1.1916511059, output_fired_time: 0.8352366090, propagate_forward_time: 49.1924819946, propagate_backward_time: 73.2480163574, weight_update_time: 0.3315007687, other_time: 2.8044357300
epoch time: 10.4795598984s, input_fired_time: 0.1396330148, output_fired_time: 0.0000000000, propagate_forward_time: 9.8662519455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736747742
validation[          , genome  7078] predictions:    9657/  10000 (96.57%), best:    9767/10000 (97.67%), error:      1069.34375, best error:       775.95825 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 127.4464340210s, input_fired_time: 1.1903326511, output_fired_time: 0.8368937969, propagate_forward_time: 49.3104934692, propagate_backward_time: 73.3056640625, weight_update_time: 0.3317820430, other_time: 2.8030548096
epoch time: 10.4729356766s, input_fired_time: 0.1370409578, output_fired_time: 0.0000000000, propagate_forward_time: 9.8635053635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723892212
validation[          , genome  7078] predictions:    9735/  10000 (97.35%), best:    9767/10000 (97.67%), error:       903.29895, best error:       775.95825 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 127.4312667847s, input_fired_time: 1.1927278042, output_fired_time: 0.8401487470, propagate_forward_time: 49.2741508484, propagate_backward_time: 73.3173065186, weight_update_time: 0.3319061100, other_time: 2.8069305420
epoch time: 10.4724025726s, input_fired_time: 0.1381212771, output_fired_time: 0.0000000000, propagate_forward_time: 9.8619670868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723138809
validation[          , genome  7078] predictions:    9700/  10000 (97.00%), best:    9767/10000 (97.67%), error:       929.67480, best error:       775.95825 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 127.1621170044s, input_fired_time: 1.1964079142, output_fired_time: 0.8342043161, propagate_forward_time: 49.1798439026, propagate_backward_time: 73.1457214355, weight_update_time: 0.3305865824, other_time: 2.8059387207
epoch time: 10.4504890442s, input_fired_time: 0.1391568035, output_fired_time: 0.0000000000, propagate_forward_time: 9.8387851715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725475311
validation[          , genome  7078] predictions:    9711/  10000 (97.11%), best:    9767/10000 (97.67%), error:       881.84442, best error:       775.95825 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 126.4935150146s, input_fired_time: 1.1847954988, output_fired_time: 0.8236832023, propagate_forward_time: 49.0079841614, propagate_backward_time: 72.6805267334, weight_update_time: 0.3295647502, other_time: 2.7965240479
epoch time: 10.4788885117s, input_fired_time: 0.1375837177, output_fired_time: 0.0000000000, propagate_forward_time: 9.8708992004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704055786
validation[          , genome  7078] predictions:    9692/  10000 (96.92%), best:    9767/10000 (97.67%), error:      1028.81848, best error:       775.95825 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 126.9630279541s, input_fired_time: 1.1909614801, output_fired_time: 0.8297486305, propagate_forward_time: 49.1775054932, propagate_backward_time: 72.9659347534, weight_update_time: 0.3306092024, other_time: 2.7988739014
epoch time: 10.4723777771s, input_fired_time: 0.1399481297, output_fired_time: 0.0000000000, propagate_forward_time: 9.8596487045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727811813
validation[          , genome  7078] predictions:    9650/  10000 (96.50%), best:    9767/10000 (97.67%), error:      1136.05896, best error:       775.95825 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 127.2473831177s, input_fired_time: 1.1942975521, output_fired_time: 0.8325842023, propagate_forward_time: 49.2539787292, propagate_backward_time: 73.1615371704, weight_update_time: 0.3314734101, other_time: 2.8049850464
epoch time: 10.4690389633s, input_fired_time: 0.1380466670, output_fired_time: 0.0000000000, propagate_forward_time: 9.8593988419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715938568
validation[          , genome  7078] predictions:    9742/  10000 (97.42%), best:    9767/10000 (97.67%), error:       849.58313, best error:       775.95825 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 127.1792831421s, input_fired_time: 1.1968992949, output_fired_time: 0.8355083466, propagate_forward_time: 49.1535987854, propagate_backward_time: 73.1898422241, weight_update_time: 0.3315477073, other_time: 2.8034286499
epoch time: 10.4677991867s, input_fired_time: 0.1384313852, output_fired_time: 0.0000000000, propagate_forward_time: 9.8553352356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740324020
validation[          , genome  7078] predictions:    9691/  10000 (96.91%), best:    9767/10000 (97.67%), error:       995.42810, best error:       775.95825 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 127.3255996704s, input_fired_time: 1.1930078268, output_fired_time: 0.8366602063, propagate_forward_time: 49.2710380554, propagate_backward_time: 73.2212600708, weight_update_time: 0.3321124017, other_time: 2.8036270142
epoch time: 10.4429216385s, input_fired_time: 0.1367299110, output_fired_time: 0.0000000000, propagate_forward_time: 9.8422842026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639072418
validation[          , genome  7078] predictions:    9756/  10000 (97.56%), best:    9767/10000 (97.67%), error:       793.63916, best error:       775.95825 on epoch:    87, 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: 52.4408111572s, input_fired_time: 0.6897138953, output_fired_time: 0.0000000000, propagate_forward_time: 49.3595504761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3915481567
best training[          , genome  7078] predictions:   49686/  50000 (99.37%), best:    9767/10000 (97.67%), error:      1424.24194, best error:       775.95825 on epoch:    87, 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: 10.4812259674s, input_fired_time: 0.1359067410, output_fired_time: 0.0000000000, propagate_forward_time: 9.8731966019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721221924
   testing[          , genome  7078] predictions:    9777/  10000 (97.77%), best:    9767/10000 (97.67%), error:       750.34064, best error:       775.95825 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:44:54 (73011): called boinc_finish(0)

</stderr_txt>
]]>