Nameexact_genome_1512568488_45_6857_0
Workunit2605504
Created7 Dec 2017, 22:22:10 UTC
Sent7 Dec 2017, 22:24:21 UTC
Report deadline15 Dec 2017, 2:58:15 UTC
Received8 Dec 2017, 13:37:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time4 hours 18 min 7 sec
CPU time4 hours 13 min 40 sec
Validate stateValid
Credit1,797.55
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.43 MB
Peak swap size152.04 MB
Peak disk usage1.15 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
95, weight_update_time: 0.1531150788, other_time: 7.7520217896
epoch time: 12.1458082199s, input_fired_time: 0.1341748387, output_fired_time: 0.0000000000, propagate_forward_time: 10.5389928818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4726400375
validation[          , genome  6857] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       928.44879, best error:       928.44879 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 140.3560333252s, input_fired_time: 1.2780920267, output_fired_time: 0.8301994205, propagate_forward_time: 52.6437759399, propagate_backward_time: 77.8330612183, weight_update_time: 0.1534544379, other_time: 7.7709045410
epoch time: 12.1958436966s, input_fired_time: 0.1403306723, output_fired_time: 0.0000000000, propagate_forward_time: 10.5326147079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5228986740
validation[          , genome  6857] predictions:    9717/  10000 (97.17%), best:    9727/10000 (97.27%), error:       964.22784, best error:       928.44879 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 140.7949218750s, input_fired_time: 1.3212405443, output_fired_time: 0.8293533921, propagate_forward_time: 52.7306175232, propagate_backward_time: 78.1311111450, weight_update_time: 0.1538417488, other_time: 7.7825851440
epoch time: 12.0194139481s, input_fired_time: 0.1348475367, output_fired_time: 0.0000000000, propagate_forward_time: 10.3982677460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4862985611
validation[          , genome  6857] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       895.53247, best error:       895.53247 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 139.9255371094s, input_fired_time: 1.2773442268, output_fired_time: 1.0323565006, propagate_forward_time: 52.3462905884, propagate_backward_time: 77.5206832886, weight_update_time: 0.1521625519, other_time: 7.7488555908
epoch time: 12.0283117294s, input_fired_time: 0.1408325285, output_fired_time: 0.0000000000, propagate_forward_time: 10.4069805145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4804983139
validation[          , genome  6857] predictions:    9735/  10000 (97.35%), best:    9730/10000 (97.30%), error:       896.40222, best error:       895.53247 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 139.2463226318s, input_fired_time: 1.2894247770, output_fired_time: 0.8212332129, propagate_forward_time: 52.1717948914, propagate_backward_time: 77.2465362549, weight_update_time: 0.1518824250, other_time: 7.7173309326
epoch time: 12.1065645218s, input_fired_time: 0.1350098550, output_fired_time: 0.0000000000, propagate_forward_time: 10.4918479919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4797067642
validation[          , genome  6857] predictions:    9718/  10000 (97.18%), best:    9730/10000 (97.30%), error:       946.87549, best error:       895.53247 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 139.9722442627s, input_fired_time: 1.2853752375, output_fired_time: 0.8463657498, propagate_forward_time: 52.1050491333, propagate_backward_time: 78.0452957153, weight_update_time: 0.1524696648, other_time: 7.6901702881
epoch time: 12.0978488922s, input_fired_time: 0.1377622485, output_fired_time: 0.0000000000, propagate_forward_time: 10.4755516052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4845352173
validation[          , genome  6857] predictions:    9693/  10000 (96.93%), best:    9730/10000 (97.30%), error:      1009.48669, best error:       895.53247 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 139.2133636475s, input_fired_time: 1.2830978632, output_fired_time: 0.8401854634, propagate_forward_time: 52.1957588196, propagate_backward_time: 77.2503509521, weight_update_time: 0.1527430564, other_time: 7.6439819336
epoch time: 12.0343675613s, input_fired_time: 0.1360285580, output_fired_time: 0.0000000000, propagate_forward_time: 10.4200801849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4782590866
validation[          , genome  6857] predictions:    9663/  10000 (96.63%), best:    9730/10000 (97.30%), error:      1114.61279, best error:       895.53247 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 139.8525543213s, input_fired_time: 1.3799581528, output_fired_time: 0.8211408257, propagate_forward_time: 52.0286636353, propagate_backward_time: 77.8186111450, weight_update_time: 0.1520949751, other_time: 7.8041839600
epoch time: 12.1793041229s, input_fired_time: 0.1394595504, output_fired_time: 0.0000000000, propagate_forward_time: 10.5461635590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4936809540
validation[          , genome  6857] predictions:    9715/  10000 (97.15%), best:    9730/10000 (97.30%), error:       945.53271, best error:       895.53247 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 139.5022277832s, input_fired_time: 1.2975465059, output_fired_time: 0.8232301474, propagate_forward_time: 52.2344741821, propagate_backward_time: 77.3516006470, weight_update_time: 0.1525219083, other_time: 7.7953796387
epoch time: 12.3810882568s, input_fired_time: 0.1384024024, output_fired_time: 0.0000000000, propagate_forward_time: 10.6642532349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5784330368
validation[          , genome  6857] predictions:    9712/  10000 (97.12%), best:    9730/10000 (97.30%), error:       935.07446, best error:       895.53247 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 139.4750823975s, input_fired_time: 1.2867798805, output_fired_time: 0.9188078046, propagate_forward_time: 52.2067985535, propagate_backward_time: 77.3414382935, weight_update_time: 0.1608919501, other_time: 7.7212600708
epoch time: 11.8869371414s, input_fired_time: 0.1409172267, output_fired_time: 0.0000000000, propagate_forward_time: 10.2636089325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4824113846
validation[          , genome  6857] predictions:    9703/  10000 (97.03%), best:    9730/10000 (97.30%), error:       982.93817, best error:       895.53247 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 139.4811553955s, input_fired_time: 1.2815830708, output_fired_time: 0.8326497674, propagate_forward_time: 51.9254341125, propagate_backward_time: 77.6964111328, weight_update_time: 0.1520726085, other_time: 7.7450714111
epoch time: 11.9531011581s, input_fired_time: 0.1362661868, output_fired_time: 0.0000000000, propagate_forward_time: 10.3225927353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4942426682
validation[          , genome  6857] predictions:    9634/  10000 (96.34%), best:    9730/10000 (97.30%), error:      1184.57983, best error:       895.53247 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 139.6394195557s, input_fired_time: 1.3561366796, output_fired_time: 0.8314760923, propagate_forward_time: 52.3476982117, propagate_backward_time: 77.4128112793, weight_update_time: 0.1530301720, other_time: 7.6912841797
epoch time: 12.0548171997s, input_fired_time: 0.1472062469, output_fired_time: 0.0000000000, propagate_forward_time: 10.4465408325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4610700607
validation[          , genome  6857] predictions:    9721/  10000 (97.21%), best:    9730/10000 (97.30%), error:       943.45587, best error:       895.53247 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 139.4607849121s, input_fired_time: 1.3673536777, output_fired_time: 0.8287444115, propagate_forward_time: 52.0910110474, propagate_backward_time: 77.4540939331, weight_update_time: 0.1525862962, other_time: 7.7195739746
epoch time: 12.2834577560s, input_fired_time: 0.1413918287, output_fired_time: 0.0000000000, propagate_forward_time: 10.6544189453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4876470566
validation[          , genome  6857] predictions:    9646/  10000 (96.46%), best:    9730/10000 (97.30%), error:      1120.47571, best error:       895.53247 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 139.9457092285s, input_fired_time: 1.3173184395, output_fired_time: 0.8214249015, propagate_forward_time: 52.4694633484, propagate_backward_time: 77.5771408081, weight_update_time: 0.1528353840, other_time: 7.7603530884
epoch time: 12.1563901901s, input_fired_time: 0.1379726678, output_fired_time: 0.0000000000, propagate_forward_time: 10.5387630463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4796543121
validation[          , genome  6857] predictions:    9734/  10000 (97.34%), best:    9730/10000 (97.30%), error:       919.70074, best error:       895.53247 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 139.4867706299s, input_fired_time: 1.3023228645, output_fired_time: 0.8795821667, propagate_forward_time: 52.0744018555, propagate_backward_time: 77.4948425293, weight_update_time: 0.1527692080, other_time: 7.7356262207
epoch time: 12.1846599579s, input_fired_time: 0.1405748427, output_fired_time: 0.0000000000, propagate_forward_time: 10.5008192062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5432662964
validation[          , genome  6857] predictions:    9705/  10000 (97.05%), best:    9730/10000 (97.30%), error:       985.53931, best error:       895.53247 on epoch:    16, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 139.7024841309s, input_fired_time: 1.3199326992, output_fired_time: 0.8245200515, propagate_forward_time: 52.2477531433, propagate_backward_time: 77.5498657227, weight_update_time: 0.1530715227, other_time: 7.7604064941
epoch time: 12.1678161621s, input_fired_time: 0.1414772719, output_fired_time: 0.0000000000, propagate_forward_time: 10.4460735321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5802650452
validation[          , genome  6857] predictions:    9727/  10000 (97.27%), best:    9730/10000 (97.30%), error:       913.49127, best error:       895.53247 on epoch:    16, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 140.0096282959s, input_fired_time: 1.3373726606, output_fired_time: 0.8289335966, propagate_forward_time: 52.5979194641, propagate_backward_time: 77.5608901978, weight_update_time: 0.1565648466, other_time: 7.6845169067
epoch time: 12.0612134933s, input_fired_time: 0.1380218565, output_fired_time: 0.0000000000, propagate_forward_time: 10.4255189896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4976730347
validation[          , genome  6857] predictions:    9733/  10000 (97.33%), best:    9730/10000 (97.30%), error:       899.80676, best error:       895.53247 on epoch:    16, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 139.0653686523s, input_fired_time: 1.2925318480, output_fired_time: 0.8395855427, propagate_forward_time: 52.0274085999, propagate_backward_time: 77.1298904419, weight_update_time: 0.1521736830, other_time: 7.7759628296
epoch time: 12.0711259842s, input_fired_time: 0.1384341568, output_fired_time: 0.0000000000, propagate_forward_time: 10.4117155075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5209760666
validation[          , genome  6857] predictions:    9731/  10000 (97.31%), best:    9730/10000 (97.30%), error:       902.92816, best error:       895.53247 on epoch:    16, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 139.5190429688s, input_fired_time: 1.3231543303, output_fired_time: 0.8317507505, propagate_forward_time: 52.3870124817, propagate_backward_time: 77.2215881348, weight_update_time: 0.1524444520, other_time: 7.7555389404
epoch time: 12.1525859833s, input_fired_time: 0.1395323873, output_fired_time: 0.0000000000, propagate_forward_time: 10.4511728287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5618810654
validation[          , genome  6857] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       846.43768, best error:       846.43768 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 140.2233734131s, input_fired_time: 1.3067637682, output_fired_time: 0.8274998069, propagate_forward_time: 52.5497589111, propagate_backward_time: 77.7256851196, weight_update_time: 0.1532864422, other_time: 7.8136672974
epoch time: 12.1647024155s, input_fired_time: 0.1437702179, output_fired_time: 0.0000000000, propagate_forward_time: 10.5421199799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4788122177
validation[          , genome  6857] predictions:    9701/  10000 (97.01%), best:    9750/10000 (97.50%), error:       969.24823, best error:       846.43768 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 139.3177032471s, input_fired_time: 1.2930501699, output_fired_time: 0.8311597109, propagate_forward_time: 51.9599456787, propagate_backward_time: 77.5325317383, weight_update_time: 0.1520937979, other_time: 7.7010192871
epoch time: 12.2947511673s, input_fired_time: 0.1410559267, output_fired_time: 0.0000000000, propagate_forward_time: 10.6557607651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4979343414
validation[          , genome  6857] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       804.99200, best error:       804.99200 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 140.3388214111s, input_fired_time: 1.3217991590, output_fired_time: 0.8321367502, propagate_forward_time: 52.7416496277, propagate_backward_time: 77.7143630981, weight_update_time: 0.1648110896, other_time: 7.7288742065
epoch time: 12.2163047791s, input_fired_time: 0.1427482516, output_fired_time: 0.0000000000, propagate_forward_time: 10.5822162628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4913406372
validation[          , genome  6857] predictions:    9743/  10000 (97.43%), best:    9759/10000 (97.59%), error:       901.92328, best error:       804.99200 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 139.6973419189s, input_fired_time: 1.3721034527, output_fired_time: 0.8371612430, propagate_forward_time: 52.3094444275, propagate_backward_time: 77.4160156250, weight_update_time: 0.1533309221, other_time: 7.7626190186
epoch time: 12.1768522263s, input_fired_time: 0.1422464699, output_fired_time: 0.0000000000, propagate_forward_time: 10.5167989731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5178070068
validation[          , genome  6857] predictions:    9720/  10000 (97.20%), best:    9759/10000 (97.59%), error:       914.74615, best error:       804.99200 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 139.2135925293s, input_fired_time: 1.3132981062, output_fired_time: 0.8241521120, propagate_forward_time: 52.0759277344, propagate_backward_time: 77.2247085571, weight_update_time: 0.1521766484, other_time: 7.7755050659
epoch time: 12.2281074524s, input_fired_time: 0.1422853619, output_fired_time: 0.0000000000, propagate_forward_time: 10.6053829193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4804391861
validation[          , genome  6857] predictions:    9751/  10000 (97.51%), best:    9759/10000 (97.59%), error:       887.80664, best error:       804.99200 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 140.2283325195s, input_fired_time: 1.3049150705, output_fired_time: 0.8362691998, propagate_forward_time: 52.5010070801, propagate_backward_time: 77.8606414795, weight_update_time: 0.1531815827, other_time: 7.7254943848
epoch time: 12.0907382965s, input_fired_time: 0.1422015727, output_fired_time: 0.0000000000, propagate_forward_time: 10.4677429199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4807939529
validation[          , genome  6857] predictions:    9728/  10000 (97.28%), best:    9759/10000 (97.59%), error:       925.98145, best error:       804.99200 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 138.7732086182s, input_fired_time: 1.3226672411, output_fired_time: 0.8372442126, propagate_forward_time: 51.8340911865, propagate_backward_time: 77.0912246704, weight_update_time: 0.1519713849, other_time: 7.6879806519
epoch time: 11.8878335953s, input_fired_time: 0.1419751793, output_fired_time: 0.0000000000, propagate_forward_time: 10.2720317841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4738264084
validation[          , genome  6857] predictions:    9737/  10000 (97.37%), best:    9759/10000 (97.59%), error:       844.25812, best error:       804.99200 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 139.8293151855s, input_fired_time: 1.3299822807, output_fired_time: 0.8288293481, propagate_forward_time: 52.4602584839, propagate_backward_time: 77.5112152100, weight_update_time: 0.1528789252, other_time: 7.6990280151
epoch time: 12.1504507065s, input_fired_time: 0.1416490674, output_fired_time: 0.0000000000, propagate_forward_time: 10.4874858856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5213155746
validation[          , genome  6857] predictions:    9719/  10000 (97.19%), best:    9759/10000 (97.59%), error:       905.26025, best error:       804.99200 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 140.3348083496s, input_fired_time: 1.3914240599, output_fired_time: 0.8226518035, propagate_forward_time: 52.7079582214, propagate_backward_time: 77.7632827759, weight_update_time: 0.1528137773, other_time: 7.6494979858
epoch time: 12.0723171234s, input_fired_time: 0.1428565681, output_fired_time: 0.0000000000, propagate_forward_time: 10.4527177811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4767427444
validation[          , genome  6857] predictions:    9731/  10000 (97.31%), best:    9759/10000 (97.59%), error:       899.38867, best error:       804.99200 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 139.6976013184s, input_fired_time: 1.3013353348, output_fired_time: 0.8301537037, propagate_forward_time: 52.5943603516, propagate_backward_time: 77.3194427490, weight_update_time: 0.1523948163, other_time: 7.6523132324
epoch time: 12.1436252594s, input_fired_time: 0.1457768083, output_fired_time: 0.0000000000, propagate_forward_time: 10.5267982483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4710502625
validation[          , genome  6857] predictions:    9668/  10000 (96.68%), best:    9759/10000 (97.59%), error:      1117.69519, best error:       804.99200 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 140.7487640381s, input_fired_time: 1.3039486408, output_fired_time: 0.8386261463, propagate_forward_time: 52.7080192566, propagate_backward_time: 78.2251968384, weight_update_time: 0.1525312066, other_time: 7.6729660034
epoch time: 12.0998487473s, input_fired_time: 0.1439743638, output_fired_time: 0.0000000000, propagate_forward_time: 10.4738225937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4820518494
validation[          , genome  6857] predictions:    9685/  10000 (96.85%), best:    9759/10000 (97.59%), error:      1009.91064, best error:       804.99200 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 139.8857269287s, input_fired_time: 1.3171586990, output_fired_time: 0.8293884993, propagate_forward_time: 52.3654556274, propagate_backward_time: 77.7685317993, weight_update_time: 0.1526826173, other_time: 7.6051940918
epoch time: 12.1616792679s, input_fired_time: 0.1442611963, output_fired_time: 0.0000000000, propagate_forward_time: 10.4920129776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5254049301
validation[          , genome  6857] predictions:    9749/  10000 (97.49%), best:    9759/10000 (97.59%), error:       817.91205, best error:       804.99200 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 140.5290069580s, input_fired_time: 1.3430514336, output_fired_time: 0.8264441490, propagate_forward_time: 52.8863296509, propagate_backward_time: 77.7908248901, weight_update_time: 0.1532978415, other_time: 7.6823577881
epoch time: 12.1161975861s, input_fired_time: 0.1454364508, output_fired_time: 0.0000000000, propagate_forward_time: 10.4933347702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4774265289
validation[          , genome  6857] predictions:    9673/  10000 (96.73%), best:    9759/10000 (97.59%), error:      1078.86328, best error:       804.99200 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 140.1144256592s, input_fired_time: 1.3117810488, output_fired_time: 0.8424690962, propagate_forward_time: 52.6783256531, propagate_backward_time: 77.6021957397, weight_update_time: 0.1530043334, other_time: 7.6796493530
epoch time: 12.0990324020s, input_fired_time: 0.1462513208, output_fired_time: 0.0000000000, propagate_forward_time: 10.4734001160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4793806076
validation[          , genome  6857] predictions:    9763/  10000 (97.63%), best:    9759/10000 (97.59%), error:       826.74017, best error:       804.99200 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 140.3778991699s, input_fired_time: 1.3261555433, output_fired_time: 0.8451135755, propagate_forward_time: 52.7870368958, propagate_backward_time: 77.6883392334, weight_update_time: 0.1539724618, other_time: 7.7312622070
epoch time: 12.0798959732s, input_fired_time: 0.1429268271, output_fired_time: 0.0000000000, propagate_forward_time: 10.4750041962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4619646072
validation[          , genome  6857] predictions:    9733/  10000 (97.33%), best:    9759/10000 (97.59%), error:       897.62427, best error:       804.99200 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 140.4181671143s, input_fired_time: 1.3273210526, output_fired_time: 0.8348203897, propagate_forward_time: 52.7584266663, propagate_backward_time: 77.7659759521, weight_update_time: 0.1522880495, other_time: 7.7316284180
epoch time: 12.1219949722s, input_fired_time: 0.1454014331, output_fired_time: 0.0000000000, propagate_forward_time: 10.5029401779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4736537933
validation[          , genome  6857] predictions:    9750/  10000 (97.50%), best:    9759/10000 (97.59%), error:       867.70935, best error:       804.99200 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 140.4631195068s, input_fired_time: 1.3351334333, output_fired_time: 0.8357253075, propagate_forward_time: 52.6543693542, propagate_backward_time: 77.9071121216, weight_update_time: 0.1538180113, other_time: 7.7307815552
epoch time: 12.2218418121s, input_fired_time: 0.1423946470, output_fired_time: 0.0000000000, propagate_forward_time: 10.5906486511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4887981415
validation[          , genome  6857] predictions:    9708/  10000 (97.08%), best:    9759/10000 (97.59%), error:       928.84039, best error:       804.99200 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 140.7247772217s, input_fired_time: 1.3219927549, output_fired_time: 0.8708537817, propagate_forward_time: 52.5457305908, propagate_backward_time: 78.3176498413, weight_update_time: 0.1534848362, other_time: 7.6685562134
epoch time: 12.1364355087s, input_fired_time: 0.1448610723, output_fired_time: 0.0000000000, propagate_forward_time: 10.5087118149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4828624725
validation[          , genome  6857] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       786.88379, best error:       786.88379 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 140.7618103027s, input_fired_time: 1.3181784153, output_fired_time: 0.8312938809, propagate_forward_time: 52.7652473450, propagate_backward_time: 78.1145629883, weight_update_time: 0.1530313492, other_time: 7.7325286865
epoch time: 12.1021575928s, input_fired_time: 0.1455398202, output_fired_time: 0.0000000000, propagate_forward_time: 10.4801664352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4764509201
validation[          , genome  6857] predictions:    9773/  10000 (97.73%), best:    9765/10000 (97.65%), error:       798.71417, best error:       786.88379 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 141.1308441162s, input_fired_time: 1.3291777372, output_fired_time: 0.8303869963, propagate_forward_time: 52.7457046509, propagate_backward_time: 78.4783401489, weight_update_time: 0.1536298692, other_time: 7.7472381592
epoch time: 12.1981010437s, input_fired_time: 0.1449335217, output_fired_time: 0.0000000000, propagate_forward_time: 10.5581979752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4949693680
validation[          , genome  6857] predictions:    9742/  10000 (97.42%), best:    9765/10000 (97.65%), error:       911.49768, best error:       786.88379 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 140.9383392334s, input_fired_time: 1.3170171976, output_fired_time: 0.8397529721, propagate_forward_time: 52.6707687378, propagate_backward_time: 78.3661041260, weight_update_time: 0.1530113369, other_time: 7.7446975708
epoch time: 12.3831338882s, input_fired_time: 0.1546114236, output_fired_time: 0.0000000000, propagate_forward_time: 10.7416973114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4868249893
validation[          , genome  6857] predictions:    9715/  10000 (97.15%), best:    9765/10000 (97.65%), error:       960.49091, best error:       786.88379 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 140.6680145264s, input_fired_time: 1.3217839003, output_fired_time: 0.8441973329, propagate_forward_time: 52.7070579529, propagate_backward_time: 78.1051712036, weight_update_time: 0.1539773196, other_time: 7.6898117065
epoch time: 12.3322534561s, input_fired_time: 0.2319155782, output_fired_time: 0.0000000000, propagate_forward_time: 10.6156444550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4846935272
validation[          , genome  6857] predictions:    9776/  10000 (97.76%), best:    9765/10000 (97.65%), error:       802.23352, best error:       786.88379 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 141.5170440674s, input_fired_time: 1.3208953142, output_fired_time: 0.8527761102, propagate_forward_time: 53.2392921448, propagate_backward_time: 78.2527770996, weight_update_time: 0.1610788405, other_time: 7.8513031006
epoch time: 13.5669956207s, input_fired_time: 0.1669564694, output_fired_time: 0.0000000000, propagate_forward_time: 11.7215290070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6785097122
validation[          , genome  6857] predictions:    9713/  10000 (97.13%), best:    9765/10000 (97.65%), error:       936.01123, best error:       786.88379 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 145.0274963379s, input_fired_time: 1.4104344845, output_fired_time: 0.8531349897, propagate_forward_time: 54.4040718079, propagate_backward_time: 80.3435363770, weight_update_time: 0.1702549607, other_time: 8.0163269043
epoch time: 12.1178550720s, input_fired_time: 0.1685947329, output_fired_time: 0.0000000000, propagate_forward_time: 10.4770669937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4721937180
validation[          , genome  6857] predictions:    9699/  10000 (96.99%), best:    9765/10000 (97.65%), error:       979.47821, best error:       786.88379 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 140.8939056396s, input_fired_time: 1.3833897114, output_fired_time: 0.8420188427, propagate_forward_time: 52.6651573181, propagate_backward_time: 78.2732696533, weight_update_time: 0.1532238871, other_time: 7.7300567627
epoch time: 12.0360088348s, input_fired_time: 0.1451391727, output_fired_time: 0.0000000000, propagate_forward_time: 10.4184761047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4723939896
validation[          , genome  6857] predictions:    9756/  10000 (97.56%), best:    9765/10000 (97.65%), error:       845.48413, best error:       786.88379 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 140.3015594482s, input_fired_time: 1.3378530741, output_fired_time: 0.8256458640, propagate_forward_time: 52.5776939392, propagate_backward_time: 77.7026138306, weight_update_time: 0.1559982002, other_time: 7.8577346802
epoch time: 12.1454610825s, input_fired_time: 0.1441259831, output_fired_time: 0.0000000000, propagate_forward_time: 10.5276908875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4736442566
validation[          , genome  6857] predictions:    9738/  10000 (97.38%), best:    9765/10000 (97.65%), error:       865.32452, best error:       786.88379 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 140.1480407715s, input_fired_time: 1.3320064545, output_fired_time: 0.8368579149, propagate_forward_time: 52.5357246399, propagate_backward_time: 77.7596511841, weight_update_time: 0.1536213011, other_time: 7.6838150024
epoch time: 12.1631841660s, input_fired_time: 0.1469520628, output_fired_time: 0.0000000000, propagate_forward_time: 10.5202026367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4960298538
validation[          , genome  6857] predictions:    9757/  10000 (97.57%), best:    9765/10000 (97.65%), error:       875.03064, best error:       786.88379 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 140.2649841309s, input_fired_time: 1.3228578568, output_fired_time: 0.8320662975, propagate_forward_time: 52.4001121521, propagate_backward_time: 78.0179748535, weight_update_time: 0.1531085372, other_time: 7.6919708252
epoch time: 12.0705757141s, input_fired_time: 0.1457575709, output_fired_time: 0.0000000000, propagate_forward_time: 10.4519309998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4728870392
validation[          , genome  6857] predictions:    9723/  10000 (97.23%), best:    9765/10000 (97.65%), error:       976.29968, best error:       786.88379 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 140.7086181641s, input_fired_time: 1.3171534538, output_fired_time: 0.8394438028, propagate_forward_time: 52.7836952209, propagate_backward_time: 78.0632400513, weight_update_time: 0.1772716641, other_time: 7.7050857544
epoch time: 12.1636533737s, input_fired_time: 0.1463390142, output_fired_time: 0.0000000000, propagate_forward_time: 10.4915733337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5257406235
validation[          , genome  6857] predictions:    9744/  10000 (97.44%), best:    9765/10000 (97.65%), error:       864.99213, best error:       786.88379 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 140.3670196533s, input_fired_time: 1.3327479362, output_fired_time: 0.8333877921, propagate_forward_time: 52.4371643066, propagate_backward_time: 77.8609848022, weight_update_time: 0.1778379828, other_time: 7.9027328491
epoch time: 12.1875429153s, input_fired_time: 0.1473171413, output_fired_time: 0.0000000000, propagate_forward_time: 10.5354185104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5048074722
validation[          , genome  6857] predictions:    9766/  10000 (97.66%), best:    9765/10000 (97.65%), error:       847.23987, best error:       786.88379 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 140.6474914551s, input_fired_time: 1.3355096579, output_fired_time: 0.8318850398, propagate_forward_time: 52.7491912842, propagate_backward_time: 77.9662551880, weight_update_time: 0.1537584811, other_time: 7.7646560669
epoch time: 12.3741502762s, input_fired_time: 0.1490405053, output_fired_time: 0.0000000000, propagate_forward_time: 10.7411613464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4839487076
validation[          , genome  6857] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       769.41937, best error:       769.41937 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 140.6628417969s, input_fired_time: 1.3272564411, output_fired_time: 0.8320909739, propagate_forward_time: 52.9529495239, propagate_backward_time: 77.8045349121, weight_update_time: 0.1533670127, other_time: 7.7460098267
epoch time: 12.2845830917s, input_fired_time: 0.1535243392, output_fired_time: 0.0000000000, propagate_forward_time: 10.6232719421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5077867508
validation[          , genome  6857] predictions:    9747/  10000 (97.47%), best:    9776/10000 (97.76%), error:       842.16608, best error:       769.41937 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 139.7357177734s, input_fired_time: 1.3342982531, output_fired_time: 0.8346659541, propagate_forward_time: 52.4326591492, propagate_backward_time: 77.4745254517, weight_update_time: 0.1530104131, other_time: 7.6595535278
epoch time: 12.2623186111s, input_fired_time: 0.1475988626, output_fired_time: 0.0000000000, propagate_forward_time: 10.6028766632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5118427277
validation[          , genome  6857] predictions:    9721/  10000 (97.21%), best:    9776/10000 (97.76%), error:       922.97223, best error:       769.41937 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 139.6143646240s, input_fired_time: 1.3328287601, output_fired_time: 0.8332926035, propagate_forward_time: 52.2939033508, propagate_backward_time: 77.3395690918, weight_update_time: 0.1524562538, other_time: 7.8147735596
epoch time: 12.1609058380s, input_fired_time: 0.1467556953, output_fired_time: 0.0000000000, propagate_forward_time: 10.5546436310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4595069885
validation[          , genome  6857] predictions:    9751/  10000 (97.51%), best:    9776/10000 (97.76%), error:       822.93311, best error:       769.41937 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 140.1532745361s, input_fired_time: 1.3751399517, output_fired_time: 0.8325024843, propagate_forward_time: 52.5109214783, propagate_backward_time: 77.7010040283, weight_update_time: 0.1577755213, other_time: 7.7337036133
epoch time: 12.0461168289s, input_fired_time: 0.1481576264, output_fired_time: 0.0000000000, propagate_forward_time: 10.4240007401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4739580154
validation[          , genome  6857] predictions:    9748/  10000 (97.48%), best:    9776/10000 (97.76%), error:       867.85883, best error:       769.41937 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 140.7629547119s, input_fired_time: 1.3238956928, output_fired_time: 0.8888927102, propagate_forward_time: 52.8302078247, propagate_backward_time: 77.9404525757, weight_update_time: 0.1521981806, other_time: 7.7795104980
epoch time: 12.2251310349s, input_fired_time: 0.1482588351, output_fired_time: 0.0000000000, propagate_forward_time: 10.5838050842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4930667877
validation[          , genome  6857] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       808.06299, best error:       769.41937 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 140.7132873535s, input_fired_time: 1.3293844461, output_fired_time: 0.8326156735, propagate_forward_time: 52.7591705322, propagate_backward_time: 78.0473403931, weight_update_time: 0.1696289629, other_time: 7.7447738647
epoch time: 12.2130317688s, input_fired_time: 0.1476944834, output_fired_time: 0.0000000000, propagate_forward_time: 10.6065540314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4587831497
validation[          , genome  6857] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       768.43231, best error:       768.43231 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 140.4721832275s, input_fired_time: 1.3428033590, output_fired_time: 0.8801248074, propagate_forward_time: 52.7368812561, propagate_backward_time: 77.8530197144, weight_update_time: 0.1553988606, other_time: 7.6593551636
epoch time: 12.2461328506s, input_fired_time: 0.1489466876, output_fired_time: 0.0000000000, propagate_forward_time: 10.5786352158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5185508728
validation[          , genome  6857] predictions:    9719/  10000 (97.19%), best:    9772/10000 (97.72%), error:       880.86401, best error:       768.43231 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 140.4143676758s, input_fired_time: 1.3979066610, output_fired_time: 0.8500519991, propagate_forward_time: 52.6314964294, propagate_backward_time: 77.6879577637, weight_update_time: 0.1682827324, other_time: 7.8469543457
epoch time: 12.1931972504s, input_fired_time: 0.1475417763, output_fired_time: 0.0000000000, propagate_forward_time: 10.5790281296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4666271210
validation[          , genome  6857] predictions:    9746/  10000 (97.46%), best:    9772/10000 (97.72%), error:       854.30151, best error:       768.43231 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 140.3097229004s, input_fired_time: 1.3258371353, output_fired_time: 0.8394587040, propagate_forward_time: 52.6089439392, propagate_backward_time: 77.8540878296, weight_update_time: 0.1532616019, other_time: 7.6813888550
epoch time: 12.3054313660s, input_fired_time: 0.1520746946, output_fired_time: 0.0000000000, propagate_forward_time: 10.6660089493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4873476028
validation[          , genome  6857] predictions:    9760/  10000 (97.60%), best:    9772/10000 (97.72%), error:       813.11371, best error:       768.43231 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 140.0453491211s, input_fired_time: 1.3973596096, output_fired_time: 0.8383888006, propagate_forward_time: 52.6973037720, propagate_backward_time: 77.4000091553, weight_update_time: 0.1528898180, other_time: 7.7122879028
epoch time: 12.2654209137s, input_fired_time: 0.1470015049, output_fired_time: 0.0000000000, propagate_forward_time: 10.5831460953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5352735519
validation[          , genome  6857] predictions:    9747/  10000 (97.47%), best:    9772/10000 (97.72%), error:       866.48370, best error:       768.43231 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 140.5716094971s, input_fired_time: 1.3424136639, output_fired_time: 0.8441162705, propagate_forward_time: 52.6996803284, propagate_backward_time: 77.9448089600, weight_update_time: 0.1540215760, other_time: 7.7406005859
epoch time: 12.2889900208s, input_fired_time: 0.1568640172, output_fired_time: 0.0000000000, propagate_forward_time: 10.6393604279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4927654266
validation[          , genome  6857] predictions:    9777/  10000 (97.77%), best:    9772/10000 (97.72%), error:       774.16742, best error:       768.43231 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 140.3340301514s, input_fired_time: 1.3375259638, output_fired_time: 0.8297168612, propagate_forward_time: 52.5515632629, propagate_backward_time: 77.9417495728, weight_update_time: 0.1532469690, other_time: 7.6734848022
epoch time: 12.1599168777s, input_fired_time: 0.1480518281, output_fired_time: 0.0000000000, propagate_forward_time: 10.5456151962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4662494659
validation[          , genome  6857] predictions:    9581/  10000 (95.81%), best:    9772/10000 (97.72%), error:      1402.19849, best error:       768.43231 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 140.0854034424s, input_fired_time: 1.3398226500, output_fired_time: 0.8451608419, propagate_forward_time: 52.7110900879, propagate_backward_time: 77.4307403564, weight_update_time: 0.1535747647, other_time: 7.7585906982
epoch time: 12.2266969681s, input_fired_time: 0.1512659639, output_fired_time: 0.0000000000, propagate_forward_time: 10.5940723419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4813585281
validation[          , genome  6857] predictions:    9712/  10000 (97.12%), best:    9772/10000 (97.72%), error:       990.93860, best error:       768.43231 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 140.4674530029s, input_fired_time: 1.3437858820, output_fired_time: 0.8288043141, propagate_forward_time: 52.5780487061, propagate_backward_time: 78.0066375732, weight_update_time: 0.1525125951, other_time: 7.7101745605
epoch time: 12.0754871368s, input_fired_time: 0.1495993882, output_fired_time: 0.0000000000, propagate_forward_time: 10.4160213470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5098667145
validation[          , genome  6857] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       760.49585, best error:       760.49585 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 140.2503814697s, input_fired_time: 1.3312724829, output_fired_time: 0.8353977799, propagate_forward_time: 52.5910568237, propagate_backward_time: 77.7334060669, weight_update_time: 0.1583904922, other_time: 7.7592468262
epoch time: 12.1763076782s, input_fired_time: 0.1503002644, output_fired_time: 0.0000000000, propagate_forward_time: 10.5530281067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4729795456
validation[          , genome  6857] predictions:    9734/  10000 (97.34%), best:    9765/10000 (97.65%), error:       841.40057, best error:       760.49585 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 140.6568756104s, input_fired_time: 1.3367289305, output_fired_time: 0.8397686481, propagate_forward_time: 52.8036117554, propagate_backward_time: 77.9843215942, weight_update_time: 0.1537747085, other_time: 7.6924438477
epoch time: 12.2576379776s, input_fired_time: 0.1504536718, output_fired_time: 0.0000000000, propagate_forward_time: 10.6285371780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4786472321
validation[          , genome  6857] predictions:    9697/  10000 (96.97%), best:    9765/10000 (97.65%), error:       984.46014, best error:       760.49585 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 140.0482635498s, input_fired_time: 1.3348202705, output_fired_time: 0.8307023644, propagate_forward_time: 52.5422554016, propagate_backward_time: 77.6694335938, weight_update_time: 0.1532912701, other_time: 7.6710510254
epoch time: 12.1217393875s, input_fired_time: 0.1495857984, output_fired_time: 0.0000000000, propagate_forward_time: 10.4702291489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5019245148
validation[          , genome  6857] predictions:    9756/  10000 (97.56%), best:    9765/10000 (97.65%), error:       840.59552, best error:       760.49585 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 140.3985290527s, input_fired_time: 1.3441836834, output_fired_time: 0.8324513435, propagate_forward_time: 52.8605117798, propagate_backward_time: 77.6432113647, weight_update_time: 0.1527819335, other_time: 7.7181701660
epoch time: 12.2102146149s, input_fired_time: 0.1473180801, output_fired_time: 0.0000000000, propagate_forward_time: 10.5683269501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4945697784
validation[          , genome  6857] predictions:    9739/  10000 (97.39%), best:    9765/10000 (97.65%), error:       897.86279, best error:       760.49585 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 141.0955657959s, input_fired_time: 1.3666511774, output_fired_time: 0.8348274231, propagate_forward_time: 52.7837142944, propagate_backward_time: 78.3083572388, weight_update_time: 0.1531198621, other_time: 7.8020172119
epoch time: 12.2403554916s, input_fired_time: 0.1479122341, output_fired_time: 0.0000000000, propagate_forward_time: 10.5753850937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5170583725
validation[          , genome  6857] predictions:    9742/  10000 (97.42%), best:    9765/10000 (97.65%), error:       867.61383, best error:       760.49585 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 140.0731048584s, input_fired_time: 1.3444119692, output_fired_time: 0.8336989284, propagate_forward_time: 52.9389839172, propagate_backward_time: 77.2943496704, weight_update_time: 0.1532082260, other_time: 7.6616744995
epoch time: 12.2571477890s, input_fired_time: 0.1530252099, output_fired_time: 0.0000000000, propagate_forward_time: 10.5851182938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5190038681
validation[          , genome  6857] predictions:    9706/  10000 (97.06%), best:    9765/10000 (97.65%), error:       972.24731, best error:       760.49585 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 140.6545257568s, input_fired_time: 1.3570368290, output_fired_time: 0.8364028335, propagate_forward_time: 52.4331893921, propagate_backward_time: 78.3257293701, weight_update_time: 0.1531127095, other_time: 7.7021713257
epoch time: 12.2491598129s, input_fired_time: 0.1598663628, output_fired_time: 0.0000000000, propagate_forward_time: 10.6022138596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4870796204
validation[          , genome  6857] predictions:    9729/  10000 (97.29%), best:    9765/10000 (97.65%), error:       878.74713, best error:       760.49585 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 140.9574584961s, input_fired_time: 1.3594447374, output_fired_time: 0.8318426013, propagate_forward_time: 53.0370521545, propagate_backward_time: 77.9280929565, weight_update_time: 0.1531167328, other_time: 7.8010177612
epoch time: 12.2820043564s, input_fired_time: 0.1503393948, output_fired_time: 0.0000000000, propagate_forward_time: 10.6145887375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5170764923
validation[          , genome  6857] predictions:    9736/  10000 (97.36%), best:    9765/10000 (97.65%), error:       868.73273, best error:       760.49585 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 139.8887023926s, input_fired_time: 1.3578346968, output_fired_time: 0.8365695477, propagate_forward_time: 52.3696098328, propagate_backward_time: 77.6265487671, weight_update_time: 0.1524613649, other_time: 7.6981430054
epoch time: 12.2157297134s, input_fired_time: 0.1519553959, output_fired_time: 0.0000000000, propagate_forward_time: 10.5398855209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5238885880
validation[          , genome  6857] predictions:    9663/  10000 (96.63%), best:    9765/10000 (97.65%), error:      1085.32019, best error:       760.49585 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 140.5095367432s, input_fired_time: 1.3356761932, output_fired_time: 0.8302372694, propagate_forward_time: 52.7091293335, propagate_backward_time: 77.9575424194, weight_update_time: 0.1528026611, other_time: 7.6769561768
epoch time: 12.4045906067s, input_fired_time: 0.1497603804, output_fired_time: 0.0000000000, propagate_forward_time: 10.7841672897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4706630707
validation[          , genome  6857] predictions:    9752/  10000 (97.52%), best:    9765/10000 (97.65%), error:       883.04846, best error:       760.49585 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 140.6301422119s, input_fired_time: 1.4354671240, output_fired_time: 0.8342815042, propagate_forward_time: 52.6030883789, propagate_backward_time: 78.0321655273, weight_update_time: 0.1616318822, other_time: 7.7251434326
epoch time: 12.1765031815s, input_fired_time: 0.1482306868, output_fired_time: 0.0000000000, propagate_forward_time: 10.5437068939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4845657349
validation[          , genome  6857] predictions:    9744/  10000 (97.44%), best:    9765/10000 (97.65%), error:       837.49707, best error:       760.49585 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 140.5457611084s, input_fired_time: 1.3581387997, output_fired_time: 0.8552548885, propagate_forward_time: 52.9161796570, propagate_backward_time: 77.6783065796, weight_update_time: 0.1530971974, other_time: 7.7378768921
epoch time: 12.1766834259s, input_fired_time: 0.1566758454, output_fired_time: 0.0000000000, propagate_forward_time: 10.5357084274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4842987061
validation[          , genome  6857] predictions:    9762/  10000 (97.62%), best:    9765/10000 (97.65%), error:       867.55157, best error:       760.49585 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 140.3378295898s, input_fired_time: 1.3864817619, output_fired_time: 0.8415691853, propagate_forward_time: 52.3485145569, propagate_backward_time: 78.0729446411, weight_update_time: 0.1569879353, other_time: 7.6883316040
epoch time: 12.1890354156s, input_fired_time: 0.1512995362, output_fired_time: 0.0000000000, propagate_forward_time: 10.5505151749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4872207642
validation[          , genome  6857] predictions:    9732/  10000 (97.32%), best:    9765/10000 (97.65%), error:       899.21234, best error:       760.49585 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 140.5400238037s, input_fired_time: 1.3403309584, output_fired_time: 0.8411864042, propagate_forward_time: 52.5267410278, propagate_backward_time: 78.1608581543, weight_update_time: 0.1596955061, other_time: 7.6709060669
epoch time: 12.1113233566s, input_fired_time: 0.1479202062, output_fired_time: 0.0000000000, propagate_forward_time: 10.4658985138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4975042343
validation[          , genome  6857] predictions:    9767/  10000 (97.67%), best:    9765/10000 (97.65%), error:       799.58191, best error:       760.49585 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 140.4091644287s, input_fired_time: 1.3663171530, output_fired_time: 0.8334205747, propagate_forward_time: 52.9055061340, propagate_backward_time: 77.6124725342, weight_update_time: 0.1532780230, other_time: 7.6914520264
epoch time: 12.0950813293s, input_fired_time: 0.1521041840, output_fired_time: 0.0000000000, propagate_forward_time: 10.4845800400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4583969116
validation[          , genome  6857] predictions:    9737/  10000 (97.37%), best:    9765/10000 (97.65%), error:       843.33691, best error:       760.49585 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 140.6781463623s, input_fired_time: 1.3838884830, output_fired_time: 0.8353016376, propagate_forward_time: 52.6294403076, propagate_backward_time: 78.0638580322, weight_update_time: 0.1601189375, other_time: 7.7656555176
epoch time: 12.3229227066s, input_fired_time: 0.1589763761, output_fired_time: 0.0000000000, propagate_forward_time: 10.6508274078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5131187439
validation[          , genome  6857] predictions:    9741/  10000 (97.41%), best:    9765/10000 (97.65%), error:       874.37634, best error:       760.49585 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 140.6524047852s, input_fired_time: 1.3685244322, output_fired_time: 0.8282448053, propagate_forward_time: 52.9109458923, propagate_backward_time: 77.7199707031, weight_update_time: 0.1606947631, other_time: 7.8247070312
epoch time: 12.1788673401s, input_fired_time: 0.1622215658, output_fired_time: 0.0000000000, propagate_forward_time: 10.5330133438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4836320877
validation[          , genome  6857] predictions:    9635/  10000 (96.35%), best:    9765/10000 (97.65%), error:      1231.39136, best error:       760.49585 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 140.0559082031s, input_fired_time: 1.3475191593, output_fired_time: 0.8408460617, propagate_forward_time: 52.5605430603, propagate_backward_time: 77.5915145874, weight_update_time: 0.1525762528, other_time: 7.7154769897
epoch time: 12.3917818069s, input_fired_time: 0.1514647454, output_fired_time: 0.0000000000, propagate_forward_time: 10.7505435944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4897737503
validation[          , genome  6857] predictions:    9735/  10000 (97.35%), best:    9765/10000 (97.65%), error:       882.27441, best error:       760.49585 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 141.4756011963s, input_fired_time: 1.3636795282, output_fired_time: 0.8353115320, propagate_forward_time: 53.0254402161, propagate_backward_time: 78.4406127930, weight_update_time: 0.1527598798, other_time: 7.8105621338
epoch time: 12.3061532974s, input_fired_time: 0.1562449634, output_fired_time: 0.0000000000, propagate_forward_time: 10.6496925354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5002155304
validation[          , genome  6857] predictions:    9740/  10000 (97.40%), best:    9765/10000 (97.65%), error:       872.61835, best error:       760.49585 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 140.2293243408s, input_fired_time: 1.3630869389, output_fired_time: 0.8512969017, propagate_forward_time: 52.4303474426, propagate_backward_time: 77.8522567749, weight_update_time: 0.1518298090, other_time: 7.7323379517
epoch time: 12.1603536606s, input_fired_time: 0.1528171301, output_fired_time: 0.0000000000, propagate_forward_time: 10.5370130539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4705238342
validation[          , genome  6857] predictions:    9745/  10000 (97.45%), best:    9765/10000 (97.65%), error:       870.19220, best error:       760.49585 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 140.5042877197s, input_fired_time: 1.3569104671, output_fired_time: 0.8353250027, propagate_forward_time: 52.8395271301, propagate_backward_time: 77.7519760132, weight_update_time: 0.1531431228, other_time: 7.7205581665
epoch time: 12.1417284012s, input_fired_time: 0.1530230194, output_fired_time: 0.0000000000, propagate_forward_time: 10.5163793564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4723262787
validation[          , genome  6857] predictions:    9724/  10000 (97.24%), best:    9765/10000 (97.65%), error:       926.47198, best error:       760.49585 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 140.2069549561s, input_fired_time: 1.3523745537, output_fired_time: 0.8354481459, propagate_forward_time: 52.3854598999, propagate_backward_time: 77.8716354370, weight_update_time: 0.1590457708, other_time: 7.7620391846
epoch time: 12.2411870956s, input_fired_time: 0.1518213600, output_fired_time: 0.0000000000, propagate_forward_time: 10.6074867249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4818792343
validation[          , genome  6857] predictions:    9753/  10000 (97.53%), best:    9765/10000 (97.65%), error:       824.05280, best error:       760.49585 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 140.6789398193s, input_fired_time: 1.3650389910, output_fired_time: 0.8339959383, propagate_forward_time: 52.7942390442, propagate_backward_time: 77.9456481934, weight_update_time: 0.1576010734, other_time: 7.7400207520
epoch time: 12.2345571518s, input_fired_time: 0.1510996521, output_fired_time: 0.0000000000, propagate_forward_time: 10.5450496674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5384082794
validation[          , genome  6857] predictions:    9752/  10000 (97.52%), best:    9765/10000 (97.65%), error:       815.29028, best error:       760.49585 on epoch:    77, 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: 61.0559844971s, input_fired_time: 0.7479715347, output_fired_time: 0.0000000000, propagate_forward_time: 52.7558822632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.5521316528
best training[          , genome  6857] predictions:   49701/  50000 (99.40%), best:    9765/10000 (97.65%), error:      1388.19080, best error:       760.49585 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 12.5071554184s, input_fired_time: 0.1516803056, output_fired_time: 0.0000000000, propagate_forward_time: 10.5888719559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7666034698
   testing[          , genome  6857] predictions:    9778/  10000 (97.78%), best:    9765/10000 (97.65%), error:       720.68140, best error:       760.49585 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:17:01 (19909): called boinc_finish(0)

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