Nameexact_genome_1512568488_42_7036_1
Workunit2606433
Created7 Dec 2017, 23:25:01 UTC
Sent7 Dec 2017, 23:31:46 UTC
Report deadline19 Dec 2017, 18:12:09 UTC
Received8 Dec 2017, 6:38:36 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64724
Run time5 hours 29 min 8 sec
CPU time5 hours 29 min
Validate stateValid
Credit2,944.51
Device peak FLOPS3.20 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.80 MB
Peak swap size156.35 MB
Peak disk usage1.61 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
put_fired_time: 0.0000000000, propagate_forward_time: 13.9374246597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5273675919
validation[          , genome  7036] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       845.17743, best error:       845.17743 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 177.7562866211s, input_fired_time: 1.9117370844, output_fired_time: 1.3623198271, propagate_forward_time: 69.9877014160, propagate_backward_time: 101.4601516724, weight_update_time: 0.1631395668, other_time: 3.0343704224
epoch time: 14.6798563004s, input_fired_time: 0.1970041990, output_fired_time: 0.0000000000, propagate_forward_time: 13.9580678940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5247840881
validation[          , genome  7036] predictions:    9754/  10000 (97.54%), best:    9743/10000 (97.43%), error:       845.86285, best error:       845.17743 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 177.5384979248s, input_fired_time: 1.9096468687, output_fired_time: 1.3550888300, propagate_forward_time: 69.8979110718, propagate_backward_time: 101.3669891357, weight_update_time: 0.1635547578, other_time: 3.0088577271
epoch time: 14.7012977600s, input_fired_time: 0.1946169734, output_fired_time: 0.0000000000, propagate_forward_time: 13.9694604874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372200012
validation[          , genome  7036] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       779.89795, best error:       779.89795 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 177.7003326416s, input_fired_time: 1.9118207693, output_fired_time: 1.3595811129, propagate_forward_time: 69.9417877197, propagate_backward_time: 101.5003814697, weight_update_time: 0.1633518338, other_time: 2.9867553711
epoch time: 14.6973838806s, input_fired_time: 0.1939353347, output_fired_time: 0.0000000000, propagate_forward_time: 13.9743480682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291004181
validation[          , genome  7036] predictions:    9736/  10000 (97.36%), best:    9764/10000 (97.64%), error:       895.13953, best error:       779.89795 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 177.0976715088s, input_fired_time: 1.9064272642, output_fired_time: 1.3325058222, propagate_forward_time: 69.7786865234, propagate_backward_time: 101.1108093262, weight_update_time: 0.1614842266, other_time: 2.9692382812
epoch time: 14.7292718887s, input_fired_time: 0.1935656071, output_fired_time: 0.0000000000, propagate_forward_time: 14.0010852814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346212387
validation[          , genome  7036] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       768.06635, best error:       768.06635 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 177.8227844238s, input_fired_time: 1.9132061005, output_fired_time: 1.3523210287, propagate_forward_time: 70.0202865601, propagate_backward_time: 101.5442581177, weight_update_time: 0.1630824208, other_time: 2.9927062988
epoch time: 14.7265653610s, input_fired_time: 0.1936981380, output_fired_time: 0.0000000000, propagate_forward_time: 14.0022811890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305862427
validation[          , genome  7036] predictions:    9768/  10000 (97.68%), best:    9774/10000 (97.74%), error:       776.90442, best error:       768.06635 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 177.7375030518s, input_fired_time: 1.8976528645, output_fired_time: 1.3485264778, propagate_forward_time: 70.0023345947, propagate_backward_time: 101.5038681030, weight_update_time: 0.1667015702, other_time: 2.9851150513
epoch time: 14.7136487961s, input_fired_time: 0.1942874789, output_fired_time: 0.0000000000, propagate_forward_time: 13.9908714294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284900665
validation[          , genome  7036] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       776.19025, best error:       768.06635 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 177.6782836914s, input_fired_time: 1.9032461643, output_fired_time: 1.3531435728, propagate_forward_time: 69.9495925903, propagate_backward_time: 101.4809799194, weight_update_time: 0.1622292697, other_time: 2.9913177490
epoch time: 14.7182359695s, input_fired_time: 0.1926014274, output_fired_time: 0.0000000000, propagate_forward_time: 13.9919548035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336799622
validation[          , genome  7036] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       746.42328, best error:       746.42328 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 177.6093139648s, input_fired_time: 1.8997030258, output_fired_time: 1.3463991880, propagate_forward_time: 69.9463806152, propagate_backward_time: 101.4554138184, weight_update_time: 0.1654163599, other_time: 2.9614105225
epoch time: 14.7063894272s, input_fired_time: 0.1963220686, output_fired_time: 0.0000000000, propagate_forward_time: 13.9825382233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5275287628
validation[          , genome  7036] predictions:    9684/  10000 (96.84%), best:    9787/10000 (97.87%), error:      1020.29120, best error:       746.42328 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 177.6179046631s, input_fired_time: 1.8915610313, output_fired_time: 1.3600919247, propagate_forward_time: 69.9065704346, propagate_backward_time: 101.4969558716, weight_update_time: 0.1625140309, other_time: 2.9627304077
epoch time: 14.7067890167s, input_fired_time: 0.1926469952, output_fired_time: 0.0000000000, propagate_forward_time: 13.9846401215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5295019150
validation[          , genome  7036] predictions:    9731/  10000 (97.31%), best:    9787/10000 (97.87%), error:       890.23822, best error:       746.42328 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 177.8718872070s, input_fired_time: 1.8995006084, output_fired_time: 1.3517961502, propagate_forward_time: 69.9702148438, propagate_backward_time: 101.6676101685, weight_update_time: 0.1620392650, other_time: 2.9827651978
epoch time: 14.7147693634s, input_fired_time: 0.1926939338, output_fired_time: 0.0000000000, propagate_forward_time: 13.9867467880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353288651
validation[          , genome  7036] predictions:    9768/  10000 (97.68%), best:    9787/10000 (97.87%), error:       792.40063, best error:       746.42328 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 185.8091125488s, input_fired_time: 1.9856127501, output_fired_time: 1.3754439354, propagate_forward_time: 73.3132247925, propagate_backward_time: 106.2986602783, weight_update_time: 0.1624961197, other_time: 2.8361740112
epoch time: 15.5702676773s, input_fired_time: 0.2142062932, output_fired_time: 0.0000000000, propagate_forward_time: 14.8549919128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010690689
validation[          , genome  7036] predictions:    9767/  10000 (97.67%), best:    9787/10000 (97.87%), error:       750.53796, best error:       746.42328 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 189.3595733643s, input_fired_time: 2.0163955688, output_fired_time: 1.4093290567, propagate_forward_time: 74.1781082153, propagate_backward_time: 108.7704010010, weight_update_time: 0.1652029902, other_time: 2.9853286743
epoch time: 15.2583255768s, input_fired_time: 0.2123087794, output_fired_time: 0.0000000000, propagate_forward_time: 14.4449424744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6010742188
validation[          , genome  7036] predictions:    9765/  10000 (97.65%), best:    9787/10000 (97.87%), error:       774.03638, best error:       746.42328 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 181.7177581787s, input_fired_time: 1.9541242123, output_fired_time: 1.3824285269, propagate_forward_time: 71.0288772583, propagate_backward_time: 104.2964401245, weight_update_time: 0.1641889364, other_time: 3.0558929443
epoch time: 14.7124271393s, input_fired_time: 0.1969151348, output_fired_time: 0.0000000000, propagate_forward_time: 13.9816417694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338706970
validation[          , genome  7036] predictions:    9746/  10000 (97.46%), best:    9787/10000 (97.87%), error:       794.19116, best error:       746.42328 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 178.0096893311s, input_fired_time: 1.9114952087, output_fired_time: 1.3531264067, propagate_forward_time: 69.9465026855, propagate_backward_time: 101.8216781616, weight_update_time: 0.1619723886, other_time: 2.9768905640
epoch time: 14.7119379044s, input_fired_time: 0.1940317154, output_fired_time: 0.0000000000, propagate_forward_time: 13.9803924561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375137329
validation[          , genome  7036] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       677.60138, best error:       677.60138 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 177.7078704834s, input_fired_time: 1.8997619152, output_fired_time: 1.3567218781, propagate_forward_time: 69.7149200439, propagate_backward_time: 101.7406082153, weight_update_time: 0.1622756422, other_time: 2.9958572388
epoch time: 14.6368246078s, input_fired_time: 0.1916110814, output_fired_time: 0.0000000000, propagate_forward_time: 13.9212789536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5239343643
validation[          , genome  7036] predictions:    9740/  10000 (97.40%), best:    9783/10000 (97.83%), error:       781.01398, best error:       677.60138 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 180.5153808594s, input_fired_time: 1.9268214703, output_fired_time: 1.3785134554, propagate_forward_time: 70.5918426514, propagate_backward_time: 103.5831680298, weight_update_time: 0.1632668376, other_time: 3.0350418091
epoch time: 14.6586771011s, input_fired_time: 0.1950699389, output_fired_time: 0.0000000000, propagate_forward_time: 13.9319114685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316953659
validation[          , genome  7036] predictions:    9765/  10000 (97.65%), best:    9783/10000 (97.83%), error:       779.34363, best error:       677.60138 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 184.8660430908s, input_fired_time: 1.9707717896, output_fired_time: 1.4121245146, propagate_forward_time: 72.0225448608, propagate_backward_time: 106.3709487915, weight_update_time: 0.1650687903, other_time: 3.0896453857
epoch time: 15.1836366653s, input_fired_time: 0.2132946700, output_fired_time: 0.0000000000, propagate_forward_time: 14.3709869385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993547440
validation[          , genome  7036] predictions:    9794/  10000 (97.94%), best:    9783/10000 (97.83%), error:       692.08234, best error:       677.60138 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 189.2488250732s, input_fired_time: 2.0157258511, output_fired_time: 1.4500114918, propagate_forward_time: 73.3312911987, propagate_backward_time: 109.2324447632, weight_update_time: 0.1670077890, other_time: 3.2193450928
epoch time: 15.1556310654s, input_fired_time: 0.2095492780, output_fired_time: 0.0000000000, propagate_forward_time: 14.3572034836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5888786316
validation[          , genome  7036] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       667.53375, best error:       667.53375 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 183.4411926270s, input_fired_time: 1.9594677687, output_fired_time: 1.3957799673, propagate_forward_time: 71.5089492798, propagate_backward_time: 105.4944686890, weight_update_time: 0.1635757983, other_time: 3.0825195312
epoch time: 14.6832590103s, input_fired_time: 0.1948630363, output_fired_time: 0.0000000000, propagate_forward_time: 13.9579782486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5304174423
validation[          , genome  7036] predictions:    9788/  10000 (97.88%), best:    9789/10000 (97.89%), error:       688.26813, best error:       667.53375 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 180.5714874268s, input_fired_time: 1.9252388477, output_fired_time: 1.3737905025, propagate_forward_time: 70.6409530640, propagate_backward_time: 103.6084823608, weight_update_time: 0.1619223952, other_time: 3.0230255127
epoch time: 14.6824417114s, input_fired_time: 0.1945073009, output_fired_time: 0.0000000000, propagate_forward_time: 13.9552612305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326728821
validation[          , genome  7036] predictions:    9762/  10000 (97.62%), best:    9789/10000 (97.89%), error:       739.06049, best error:       667.53375 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 177.9382934570s, input_fired_time: 1.9045780897, output_fired_time: 1.3532853127, propagate_forward_time: 69.7576751709, propagate_backward_time: 101.9515686035, weight_update_time: 0.1614809334, other_time: 2.9711914062
epoch time: 14.6739025116s, input_fired_time: 0.1941438168, output_fired_time: 0.0000000000, propagate_forward_time: 13.9491424561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5306158066
validation[          , genome  7036] predictions:    9746/  10000 (97.46%), best:    9789/10000 (97.89%), error:       830.43726, best error:       667.53375 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 181.2753143311s, input_fired_time: 1.9368498325, output_fired_time: 1.3820003271, propagate_forward_time: 70.8188858032, propagate_backward_time: 104.0826339722, weight_update_time: 0.1629460752, other_time: 3.0549468994
epoch time: 14.6995153427s, input_fired_time: 0.1950602680, output_fired_time: 0.0000000000, propagate_forward_time: 13.9608697891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435848236
validation[          , genome  7036] predictions:    9749/  10000 (97.49%), best:    9789/10000 (97.89%), error:       809.14948, best error:       667.53375 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 186.1501464844s, input_fired_time: 1.9827606678, output_fired_time: 1.4224231243, propagate_forward_time: 72.2957916260, propagate_backward_time: 107.2984695435, weight_update_time: 0.1651427150, other_time: 3.1507034302
epoch time: 16.0275154114s, input_fired_time: 0.2168042809, output_fired_time: 0.0000000000, propagate_forward_time: 15.2546329498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5560779572
validation[          , genome  7036] predictions:    9760/  10000 (97.60%), best:    9789/10000 (97.89%), error:       741.62494, best error:       667.53375 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 182.4265594482s, input_fired_time: 1.9555177689, output_fired_time: 1.3889387846, propagate_forward_time: 71.0561752319, propagate_backward_time: 104.9449386597, weight_update_time: 0.1625770926, other_time: 3.0809936523
epoch time: 14.6852760315s, input_fired_time: 0.1953209043, output_fired_time: 0.0000000000, propagate_forward_time: 13.9590101242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309448242
validation[          , genome  7036] predictions:    9788/  10000 (97.88%), best:    9789/10000 (97.89%), error:       678.26898, best error:       667.53375 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 179.5953063965s, input_fired_time: 1.9143372774, output_fired_time: 1.3604048491, propagate_forward_time: 70.3035278320, propagate_backward_time: 103.0251770020, weight_update_time: 0.1607852727, other_time: 2.9918670654
epoch time: 15.2030782700s, input_fired_time: 0.2151538283, output_fired_time: 0.0000000000, propagate_forward_time: 14.3914766312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964479446
validation[          , genome  7036] predictions:    9740/  10000 (97.40%), best:    9789/10000 (97.89%), error:       845.10107, best error:       667.53375 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 189.9641265869s, input_fired_time: 2.0267786980, output_fired_time: 1.4547520876, propagate_forward_time: 73.4163436890, propagate_backward_time: 109.7861862183, weight_update_time: 0.1677422822, other_time: 3.2800598145
epoch time: 15.5123977661s, input_fired_time: 0.2136521488, output_fired_time: 0.0000000000, propagate_forward_time: 14.7300491333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5686960220
validation[          , genome  7036] predictions:    9770/  10000 (97.70%), best:    9789/10000 (97.89%), error:       736.47003, best error:       667.53375 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 189.5927276611s, input_fired_time: 2.0220210552, output_fired_time: 1.4499247074, propagate_forward_time: 73.2887268066, propagate_backward_time: 109.5212249756, weight_update_time: 0.1677293628, other_time: 3.3108367920
epoch time: 14.7250185013s, input_fired_time: 0.1952684969, output_fired_time: 0.0000000000, propagate_forward_time: 13.9954881668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342617035
validation[          , genome  7036] predictions:    9743/  10000 (97.43%), best:    9789/10000 (97.89%), error:       827.45691, best error:       667.53375 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 178.7606201172s, input_fired_time: 1.9168076515, output_fired_time: 1.3580315113, propagate_forward_time: 70.0019302368, propagate_backward_time: 102.5022888184, weight_update_time: 0.1599276364, other_time: 2.9815597534
epoch time: 14.7600517273s, input_fired_time: 0.1974376738, output_fired_time: 0.0000000000, propagate_forward_time: 14.0176496506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449647903
validation[          , genome  7036] predictions:    9689/  10000 (96.89%), best:    9789/10000 (97.89%), error:      1073.92834, best error:       667.53375 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 181.3486022949s, input_fired_time: 1.9424282312, output_fired_time: 1.3797845840, propagate_forward_time: 70.7508392334, propagate_backward_time: 104.2408523560, weight_update_time: 0.1615140289, other_time: 3.0346908569
epoch time: 14.6972570419s, input_fired_time: 0.1966708750, output_fired_time: 0.0000000000, propagate_forward_time: 13.9710140228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5295724869
validation[          , genome  7036] predictions:    9764/  10000 (97.64%), best:    9789/10000 (97.89%), error:       732.59650, best error:       667.53375 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 178.8276367188s, input_fired_time: 1.9286925793, output_fired_time: 1.3614319563, propagate_forward_time: 69.8575973511, propagate_backward_time: 102.6667556763, weight_update_time: 0.1607595533, other_time: 3.0131530762
epoch time: 14.7160139084s, input_fired_time: 0.1983043700, output_fired_time: 0.0000000000, propagate_forward_time: 13.9828662872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348434448
validation[          , genome  7036] predictions:    9785/  10000 (97.85%), best:    9789/10000 (97.89%), error:       699.29443, best error:       667.53375 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 178.8121185303s, input_fired_time: 1.9202916622, output_fired_time: 1.3576699495, propagate_forward_time: 69.9742202759, propagate_backward_time: 102.5609588623, weight_update_time: 0.1599973589, other_time: 2.9989852905
epoch time: 14.7432365417s, input_fired_time: 0.1975921988, output_fired_time: 0.0000000000, propagate_forward_time: 13.9971523285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484924316
validation[          , genome  7036] predictions:    9778/  10000 (97.78%), best:    9789/10000 (97.89%), error:       697.75525, best error:       667.53375 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 178.7157897949s, input_fired_time: 1.9144922495, output_fired_time: 1.3548262119, propagate_forward_time: 69.9601593018, propagate_backward_time: 102.5119323730, weight_update_time: 0.1596770585, other_time: 2.9743804932
epoch time: 14.7128047943s, input_fired_time: 0.1950401068, output_fired_time: 0.0000000000, propagate_forward_time: 13.9894084930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5283565521
validation[          , genome  7036] predictions:    9761/  10000 (97.61%), best:    9789/10000 (97.89%), error:       770.58594, best error:       667.53375 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 178.8977508545s, input_fired_time: 1.9155226946, output_fired_time: 1.3558456898, propagate_forward_time: 70.0318450928, propagate_backward_time: 102.5961074829, weight_update_time: 0.1594520956, other_time: 2.9984207153
epoch time: 14.7181072235s, input_fired_time: 0.1956130713, output_fired_time: 0.0000000000, propagate_forward_time: 13.9943923950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5281019211
validation[          , genome  7036] predictions:    9786/  10000 (97.86%), best:    9789/10000 (97.89%), error:       713.21643, best error:       667.53375 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 180.5904388428s, input_fired_time: 1.9406368732, output_fired_time: 1.3622864485, propagate_forward_time: 70.4987945557, propagate_backward_time: 103.7901687622, weight_update_time: 0.1597718894, other_time: 2.9985427856
epoch time: 15.2316293716s, input_fired_time: 0.2144561410, output_fired_time: 0.0000000000, propagate_forward_time: 14.4093275070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6078453064
validation[          , genome  7036] predictions:    9784/  10000 (97.84%), best:    9789/10000 (97.89%), error:       675.28607, best error:       667.53375 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 179.3320922852s, input_fired_time: 1.9184640646, output_fired_time: 1.3570619822, propagate_forward_time: 70.1300964355, propagate_backward_time: 102.9500961304, weight_update_time: 0.1599731296, other_time: 2.9763870239
epoch time: 14.7254619598s, input_fired_time: 0.1953097731, output_fired_time: 0.0000000000, propagate_forward_time: 13.9969186783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332336426
validation[          , genome  7036] predictions:    9768/  10000 (97.68%), best:    9789/10000 (97.89%), error:       738.22241, best error:       667.53375 on epoch:    32, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 179.1043395996s, input_fired_time: 1.9167790413, output_fired_time: 1.3551882505, propagate_forward_time: 70.0483627319, propagate_backward_time: 102.7835922241, weight_update_time: 0.1598620713, other_time: 3.0004119873
epoch time: 14.7276887894s, input_fired_time: 0.1990898848, output_fired_time: 0.0000000000, propagate_forward_time: 13.9919443130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5366544724
validation[          , genome  7036] predictions:    9786/  10000 (97.86%), best:    9789/10000 (97.89%), error:       705.81494, best error:       667.53375 on epoch:    32, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 179.0648956299s, input_fired_time: 1.9276015759, output_fired_time: 1.3578824997, propagate_forward_time: 69.9870300293, propagate_backward_time: 102.8090133667, weight_update_time: 0.1633453369, other_time: 2.9833755493
epoch time: 14.8023605347s, input_fired_time: 0.1981856972, output_fired_time: 0.0000000000, propagate_forward_time: 14.0178203583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5863542557
validation[          , genome  7036] predictions:    9805/  10000 (98.05%), best:    9789/10000 (97.89%), error:       670.54016, best error:       667.53375 on epoch:    32, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 179.0257568359s, input_fired_time: 1.9268054962, output_fired_time: 1.3561378717, propagate_forward_time: 69.9749908447, propagate_backward_time: 102.7894592285, weight_update_time: 0.1600958109, other_time: 2.9783630371
epoch time: 14.7264261246s, input_fired_time: 0.1972666532, output_fired_time: 0.0000000000, propagate_forward_time: 13.9973812103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317783356
validation[          , genome  7036] predictions:    9759/  10000 (97.59%), best:    9789/10000 (97.89%), error:       797.69910, best error:       667.53375 on epoch:    32, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 179.1545410156s, input_fired_time: 1.9253481627, output_fired_time: 1.3636546135, propagate_forward_time: 70.0244140625, propagate_backward_time: 102.8362731934, weight_update_time: 0.1602639854, other_time: 3.0048522949
epoch time: 14.7558174133s, input_fired_time: 0.1988092214, output_fired_time: 0.0000000000, propagate_forward_time: 14.0125312805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444765091
validation[          , genome  7036] predictions:    9753/  10000 (97.53%), best:    9789/10000 (97.89%), error:       780.87738, best error:       667.53375 on epoch:    32, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 179.1948547363s, input_fired_time: 1.9384624958, output_fired_time: 1.3543647528, propagate_forward_time: 70.0282821655, propagate_backward_time: 102.8903427124, weight_update_time: 0.1603647023, other_time: 2.9833984375
epoch time: 14.8227052689s, input_fired_time: 0.2003441155, output_fired_time: 0.0000000000, propagate_forward_time: 14.0776128769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447483063
validation[          , genome  7036] predictions:    9790/  10000 (97.90%), best:    9789/10000 (97.89%), error:       705.67371, best error:       667.53375 on epoch:    32, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 179.0878448486s, input_fired_time: 1.9300658703, output_fired_time: 1.3546952009, propagate_forward_time: 69.9770431519, propagate_backward_time: 102.8107604980, weight_update_time: 0.1636000723, other_time: 3.0152816772
epoch time: 14.7277393341s, input_fired_time: 0.2018531710, output_fired_time: 0.0000000000, propagate_forward_time: 13.9935560226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323305130
validation[          , genome  7036] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       654.21790, best error:       654.21790 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 179.1539611816s, input_fired_time: 1.9286806583, output_fired_time: 1.3522454500, propagate_forward_time: 70.0265045166, propagate_backward_time: 102.8623733521, weight_update_time: 0.1602892876, other_time: 2.9841537476
epoch time: 14.7449445724s, input_fired_time: 0.1987630725, output_fired_time: 0.0000000000, propagate_forward_time: 14.0153608322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308208466
validation[          , genome  7036] predictions:    9788/  10000 (97.88%), best:    9794/10000 (97.94%), error:       673.14923, best error:       654.21790 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 178.1197814941s, input_fired_time: 1.9073482752, output_fired_time: 1.3474272490, propagate_forward_time: 69.5025939941, propagate_backward_time: 102.4114685059, weight_update_time: 0.1588673741, other_time: 2.9509429932
epoch time: 14.6280250549s, input_fired_time: 0.1952749938, output_fired_time: 0.0000000000, propagate_forward_time: 13.9056348801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5271148682
validation[          , genome  7036] predictions:    9782/  10000 (97.82%), best:    9794/10000 (97.94%), error:       693.85315, best error:       654.21790 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 178.2787170410s, input_fired_time: 1.9095218182, output_fired_time: 1.3464068174, propagate_forward_time: 69.5494766235, propagate_backward_time: 102.4816589355, weight_update_time: 0.1590697616, other_time: 2.9916610718
epoch time: 14.6440925598s, input_fired_time: 0.1966065466, output_fired_time: 0.0000000000, propagate_forward_time: 13.9178638458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296220779
validation[          , genome  7036] predictions:    9721/  10000 (97.21%), best:    9794/10000 (97.94%), error:       968.86200, best error:       654.21790 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 178.3083190918s, input_fired_time: 1.9124338627, output_fired_time: 1.3436524868, propagate_forward_time: 69.6052398682, propagate_backward_time: 102.4865646362, weight_update_time: 0.1594422013, other_time: 2.9604263306
epoch time: 14.6464567184s, input_fired_time: 0.1968260556, output_fired_time: 0.0000000000, propagate_forward_time: 13.9097471237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398836136
validation[          , genome  7036] predictions:    9778/  10000 (97.78%), best:    9794/10000 (97.94%), error:       702.42780, best error:       654.21790 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 178.2362976074s, input_fired_time: 1.9145073891, output_fired_time: 1.3452907801, propagate_forward_time: 69.5526733398, propagate_backward_time: 102.4701995850, weight_update_time: 0.1590182781, other_time: 2.9536285400
epoch time: 14.6344089508s, input_fired_time: 0.1955770850, output_fired_time: 0.0000000000, propagate_forward_time: 13.9088954926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5299367905
validation[          , genome  7036] predictions:    9790/  10000 (97.90%), best:    9794/10000 (97.94%), error:       703.78967, best error:       654.21790 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 178.3370208740s, input_fired_time: 1.9114302397, output_fired_time: 1.3472688198, propagate_forward_time: 69.5893173218, propagate_backward_time: 102.4935226440, weight_update_time: 0.1591563374, other_time: 2.9954833984
epoch time: 14.6355943680s, input_fired_time: 0.1970700026, output_fired_time: 0.0000000000, propagate_forward_time: 13.9095554352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5289688110
validation[          , genome  7036] predictions:    9760/  10000 (97.60%), best:    9794/10000 (97.94%), error:       760.77588, best error:       654.21790 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 178.1251831055s, input_fired_time: 1.9100294113, output_fired_time: 1.3427044153, propagate_forward_time: 69.5408477783, propagate_backward_time: 102.3737258911, weight_update_time: 0.1591769457, other_time: 2.9578781128
epoch time: 14.6243553162s, input_fired_time: 0.1977052987, output_fired_time: 0.0000000000, propagate_forward_time: 13.8956241608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310258865
validation[          , genome  7036] predictions:    9775/  10000 (97.75%), best:    9794/10000 (97.94%), error:       760.54651, best error:       654.21790 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 178.1707458496s, input_fired_time: 1.9107432365, output_fired_time: 1.3436300755, propagate_forward_time: 69.5367507935, propagate_backward_time: 102.4319839478, weight_update_time: 0.1593835205, other_time: 2.9476470947
epoch time: 14.6415176392s, input_fired_time: 0.1974890828, output_fired_time: 0.0000000000, propagate_forward_time: 13.9152135849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288152695
validation[          , genome  7036] predictions:    9762/  10000 (97.62%), best:    9794/10000 (97.94%), error:       727.73694, best error:       654.21790 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 178.9658508301s, input_fired_time: 1.9265745878, output_fired_time: 1.3578255177, propagate_forward_time: 69.7726593018, propagate_backward_time: 102.9051895142, weight_update_time: 0.1601181775, other_time: 3.0036087036
epoch time: 14.6727228165s, input_fired_time: 0.2040629238, output_fired_time: 0.0000000000, propagate_forward_time: 13.9427776337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258827209
validation[          , genome  7036] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       716.33008, best error:       654.21790 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 179.1636962891s, input_fired_time: 1.9390004873, output_fired_time: 1.3602100611, propagate_forward_time: 69.8871536255, propagate_backward_time: 102.9962539673, weight_update_time: 0.1601364315, other_time: 2.9810791016
epoch time: 14.7328500748s, input_fired_time: 0.1992910355, output_fired_time: 0.0000000000, propagate_forward_time: 13.9844446182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491142273
validation[          , genome  7036] predictions:    9714/  10000 (97.14%), best:    9794/10000 (97.94%), error:       918.10748, best error:       654.21790 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 178.8857269287s, input_fired_time: 1.9231907129, output_fired_time: 1.3444592953, propagate_forward_time: 69.8466720581, propagate_backward_time: 102.8051071167, weight_update_time: 0.1594618857, other_time: 2.9663085938
epoch time: 14.6745042801s, input_fired_time: 0.2004808635, output_fired_time: 0.0000000000, propagate_forward_time: 13.9521665573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5218572617
validation[          , genome  7036] predictions:    9791/  10000 (97.91%), best:    9794/10000 (97.94%), error:       666.96033, best error:       654.21790 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 179.2416381836s, input_fired_time: 1.9288178682, output_fired_time: 1.3595257998, propagate_forward_time: 69.8964004517, propagate_backward_time: 103.0715789795, weight_update_time: 0.1624399722, other_time: 2.9853134155
epoch time: 14.7360115051s, input_fired_time: 0.1985548139, output_fired_time: 0.0000000000, propagate_forward_time: 14.0006475449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368089676
validation[          , genome  7036] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       730.88562, best error:       654.21790 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 178.9789428711s, input_fired_time: 1.9240826368, output_fired_time: 1.3464176655, propagate_forward_time: 69.8520050049, propagate_backward_time: 102.8888168335, weight_update_time: 0.1597716808, other_time: 2.9676132202
epoch time: 14.6848230362s, input_fired_time: 0.1990247220, output_fired_time: 0.0000000000, propagate_forward_time: 13.9558610916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5299367905
validation[          , genome  7036] predictions:    9780/  10000 (97.80%), best:    9794/10000 (97.94%), error:       711.84796, best error:       654.21790 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 179.0894622803s, input_fired_time: 1.9270995855, output_fired_time: 1.3512775898, propagate_forward_time: 69.9141464233, propagate_backward_time: 102.9260559082, weight_update_time: 0.1598052233, other_time: 2.9708938599
epoch time: 14.7158613205s, input_fired_time: 0.2005430609, output_fired_time: 0.0000000000, propagate_forward_time: 13.9896478653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256700516
validation[          , genome  7036] predictions:    9797/  10000 (97.97%), best:    9794/10000 (97.94%), error:       702.60046, best error:       654.21790 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 179.0792236328s, input_fired_time: 1.9234652519, output_fired_time: 1.3486233950, propagate_forward_time: 69.8656692505, propagate_backward_time: 102.9636611938, weight_update_time: 0.1594925225, other_time: 2.9778137207
epoch time: 14.7107086182s, input_fired_time: 0.1993036419, output_fired_time: 0.0000000000, propagate_forward_time: 13.9770364761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343685150
validation[          , genome  7036] predictions:    9797/  10000 (97.97%), best:    9794/10000 (97.94%), error:       688.10028, best error:       654.21790 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 178.9483947754s, input_fired_time: 1.9262059927, output_fired_time: 1.3475904465, propagate_forward_time: 69.7954254150, propagate_backward_time: 102.9252319336, weight_update_time: 0.1592913717, other_time: 2.9539337158
epoch time: 14.6831102371s, input_fired_time: 0.1999356002, output_fired_time: 0.0000000000, propagate_forward_time: 13.9549198151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282545090
validation[          , genome  7036] predictions:    9799/  10000 (97.99%), best:    9794/10000 (97.94%), error:       688.05780, best error:       654.21790 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 179.1989593506s, input_fired_time: 1.9402253628, output_fired_time: 1.3535970449, propagate_forward_time: 69.8938674927, propagate_backward_time: 103.0263442993, weight_update_time: 0.1600925475, other_time: 2.9849243164
epoch time: 14.7410650253s, input_fired_time: 0.2005914450, output_fired_time: 0.0000000000, propagate_forward_time: 14.0097570419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307168961
validation[          , genome  7036] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       686.96234, best error:       654.21790 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 179.3648223877s, input_fired_time: 1.9256625175, output_fired_time: 1.3550053835, propagate_forward_time: 70.0232925415, propagate_backward_time: 103.0969924927, weight_update_time: 0.1600279659, other_time: 2.9638671875
epoch time: 14.7248601913s, input_fired_time: 0.2003299147, output_fired_time: 0.0000000000, propagate_forward_time: 13.9957599640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287704468
validation[          , genome  7036] predictions:    9767/  10000 (97.67%), best:    9794/10000 (97.94%), error:       771.03558, best error:       654.21790 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 179.2259063721s, input_fired_time: 1.9318894148, output_fired_time: 1.3474118710, propagate_forward_time: 69.9323577881, propagate_backward_time: 103.0557632446, weight_update_time: 0.1605233848, other_time: 2.9584884644
epoch time: 14.7220268250s, input_fired_time: 0.1991425157, output_fired_time: 0.0000000000, propagate_forward_time: 13.9961118698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267724991
validation[          , genome  7036] predictions:    9760/  10000 (97.60%), best:    9794/10000 (97.94%), error:       812.05603, best error:       654.21790 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 179.5592498779s, input_fired_time: 1.9307649136, output_fired_time: 1.3498933315, propagate_forward_time: 70.0333557129, propagate_backward_time: 103.2693481445, weight_update_time: 0.1602139175, other_time: 2.9758758545
epoch time: 14.8275794983s, input_fired_time: 0.2000196278, output_fired_time: 0.0000000000, propagate_forward_time: 14.0849418640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426177979
validation[          , genome  7036] predictions:    9793/  10000 (97.93%), best:    9794/10000 (97.94%), error:       665.05469, best error:       654.21790 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 179.7725982666s, input_fired_time: 1.9383356571, output_fired_time: 1.3617972136, propagate_forward_time: 70.1443634033, propagate_backward_time: 103.3492050171, weight_update_time: 0.1603251994, other_time: 2.9788894653
epoch time: 14.7112722397s, input_fired_time: 0.1984875798, output_fired_time: 0.0000000000, propagate_forward_time: 13.9821920395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305929184
validation[          , genome  7036] predictions:    9799/  10000 (97.99%), best:    9794/10000 (97.94%), error:       656.84326, best error:       654.21790 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 179.4721984863s, input_fired_time: 1.9383786917, output_fired_time: 1.3617047071, propagate_forward_time: 69.9756698608, propagate_backward_time: 103.2230072021, weight_update_time: 0.1602155268, other_time: 2.9734268188
epoch time: 14.6765089035s, input_fired_time: 0.2012303621, output_fired_time: 0.0000000000, propagate_forward_time: 13.9562168121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190620422
validation[          , genome  7036] predictions:    9801/  10000 (98.01%), best:    9794/10000 (97.94%), error:       657.39832, best error:       654.21790 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 179.3599853516s, input_fired_time: 1.9246890545, output_fired_time: 1.3486506939, propagate_forward_time: 69.9891967773, propagate_backward_time: 103.1293411255, weight_update_time: 0.1606482416, other_time: 2.9681167603
epoch time: 14.7565317154s, input_fired_time: 0.1992593110, output_fired_time: 0.0000000000, propagate_forward_time: 14.0193605423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379114151
validation[          , genome  7036] predictions:    9796/  10000 (97.96%), best:    9794/10000 (97.94%), error:       661.56061, best error:       654.21790 on epoch:    55, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 184.6212005615s, input_fired_time: 1.9711376429, output_fired_time: 1.3991007805, propagate_forward_time: 71.6750183105, propagate_backward_time: 106.5007324219, weight_update_time: 0.1640988141, other_time: 3.0752258301
epoch time: 15.0887365341s, input_fired_time: 0.2125228643, output_fired_time: 0.0000000000, propagate_forward_time: 14.2912235260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5849905014
validation[          , genome  7036] predictions:    9404/  10000 (94.04%), best:    9794/10000 (97.94%), error:      1763.35242, best error:       654.21790 on epoch:    55, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

resetting weights to those on epoch: 55
epoch time: 178.9652557373s, input_fired_time: 1.9261188507, output_fired_time: 1.3568032980, propagate_forward_time: 69.9085845947, propagate_backward_time: 102.7959060669, weight_update_time: 0.1602898538, other_time: 2.9778518677
epoch time: 14.5620250702s, input_fired_time: 0.1963178515, output_fired_time: 0.0000000000, propagate_forward_time: 13.8414087296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242986679
validation[          , genome  7036] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       611.16284, best error:       611.16284 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 181.8534851074s, input_fired_time: 1.9389790297, output_fired_time: 1.3716826439, propagate_forward_time: 70.8717880249, propagate_backward_time: 104.6357650757, weight_update_time: 0.1617435366, other_time: 3.0352630615
epoch time: 14.7166614532s, input_fired_time: 0.1958838850, output_fired_time: 0.0000000000, propagate_forward_time: 13.9867906570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339870453
validation[          , genome  7036] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       604.84192, best error:       604.84192 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 178.8901519775s, input_fired_time: 1.9063135386, output_fired_time: 1.3453251123, propagate_forward_time: 69.9182586670, propagate_backward_time: 102.7624282837, weight_update_time: 0.1598758399, other_time: 2.9578323364
epoch time: 14.7089004517s, input_fired_time: 0.1947184503, output_fired_time: 0.0000000000, propagate_forward_time: 13.9858188629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5283632278
validation[          , genome  7036] predictions:    9810/  10000 (98.10%), best:    9809/10000 (98.09%), error:       605.29620, best error:       604.84192 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 179.1526794434s, input_fired_time: 1.9094704390, output_fired_time: 1.3553549051, propagate_forward_time: 70.0153579712, propagate_backward_time: 102.9014587402, weight_update_time: 0.1602539271, other_time: 2.9710311890
epoch time: 14.7194881439s, input_fired_time: 0.1973688751, output_fired_time: 0.0000000000, propagate_forward_time: 13.9885969162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335226059
validation[          , genome  7036] predictions:    9796/  10000 (97.96%), best:    9809/10000 (98.09%), error:       656.57098, best error:       604.84192 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 178.8420867920s, input_fired_time: 1.9167617559, output_fired_time: 1.3401572704, propagate_forward_time: 69.9091339111, propagate_backward_time: 102.7095565796, weight_update_time: 0.1601339132, other_time: 2.9664688110
epoch time: 14.7134208679s, input_fired_time: 0.1955364197, output_fired_time: 0.0000000000, propagate_forward_time: 13.9857711792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321130753
validation[          , genome  7036] predictions:    9794/  10000 (97.94%), best:    9809/10000 (98.09%), error:       670.92920, best error:       604.84192 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 179.2909393311s, input_fired_time: 1.9264788628, output_fired_time: 1.3481211662, propagate_forward_time: 70.1173400879, propagate_backward_time: 102.9305801392, weight_update_time: 0.1604531258, other_time: 2.9684219360
epoch time: 14.7636404037s, input_fired_time: 0.1986878514, output_fired_time: 0.0000000000, propagate_forward_time: 14.0337114334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312414169
validation[          , genome  7036] predictions:    9720/  10000 (97.20%), best:    9809/10000 (98.09%), error:       945.25073, best error:       604.84192 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 178.7237854004s, input_fired_time: 1.9168001413, output_fired_time: 1.3546012640, propagate_forward_time: 69.8437576294, propagate_backward_time: 102.6351318359, weight_update_time: 0.1609455943, other_time: 2.9735031128
epoch time: 14.6871280670s, input_fired_time: 0.1995913833, output_fired_time: 0.0000000000, propagate_forward_time: 13.9572038651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303325653
validation[          , genome  7036] predictions:    9799/  10000 (97.99%), best:    9809/10000 (98.09%), error:       660.20819, best error:       604.84192 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 183.6591949463s, input_fired_time: 1.9680918455, output_fired_time: 1.3889782429, propagate_forward_time: 71.3766937256, propagate_backward_time: 105.8449172974, weight_update_time: 0.1641085744, other_time: 3.0805130005
epoch time: 15.1725587845s, input_fired_time: 0.2153928578, output_fired_time: 0.0000000000, propagate_forward_time: 14.3702287674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5869369507
validation[          , genome  7036] predictions:    9807/  10000 (98.07%), best:    9809/10000 (98.09%), error:       634.46509, best error:       604.84192 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 181.9179992676s, input_fired_time: 1.9501347542, output_fired_time: 1.3828366995, propagate_forward_time: 70.7733078003, propagate_backward_time: 104.7714004517, weight_update_time: 0.1624915004, other_time: 3.0403137207
epoch time: 14.7335309982s, input_fired_time: 0.1984155029, output_fired_time: 0.0000000000, propagate_forward_time: 14.0057163239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5293989182
validation[          , genome  7036] predictions:    9805/  10000 (98.05%), best:    9809/10000 (98.09%), error:       613.34570, best error:       604.84192 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 179.0871429443s, input_fired_time: 1.9202436209, output_fired_time: 1.3433991671, propagate_forward_time: 69.9994964600, propagate_backward_time: 102.8560333252, weight_update_time: 0.1607019901, other_time: 2.9679718018
epoch time: 14.3040189743s, input_fired_time: 0.1964345425, output_fired_time: 0.0000000000, propagate_forward_time: 13.5876693726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5199146271
validation[          , genome  7036] predictions:    9798/  10000 (97.98%), best:    9809/10000 (98.09%), error:       625.21893, best error:       604.84192 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 184.5670928955s, input_fired_time: 1.9760893583, output_fired_time: 1.3965649605, propagate_forward_time: 71.6699905396, propagate_backward_time: 106.4351577759, weight_update_time: 0.1653307229, other_time: 3.0892944336
epoch time: 14.7088479996s, input_fired_time: 0.1994145960, output_fired_time: 0.0000000000, propagate_forward_time: 13.9803485870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5290851593
validation[          , genome  7036] predictions:    9774/  10000 (97.74%), best:    9809/10000 (98.09%), error:       751.63824, best error:       604.84192 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 188.2626342773s, input_fired_time: 2.0066225529, output_fired_time: 1.4259063005, propagate_forward_time: 72.8455200195, propagate_backward_time: 108.8517608643, weight_update_time: 0.1675260961, other_time: 3.1328277588
epoch time: 15.3741941452s, input_fired_time: 0.2144622505, output_fired_time: 0.0000000000, propagate_forward_time: 14.5757284164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5840034485
validation[          , genome  7036] predictions:    9799/  10000 (97.99%), best:    9809/10000 (98.09%), error:       650.08246, best error:       604.84192 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 180.2175750732s, input_fired_time: 1.9415338039, output_fired_time: 1.3571181297, propagate_forward_time: 70.2355728149, propagate_backward_time: 103.6773223877, weight_update_time: 0.1622539610, other_time: 3.0060348511
epoch time: 14.7131490707s, input_fired_time: 0.1980964094, output_fired_time: 0.0000000000, propagate_forward_time: 13.9850130081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300397873
validation[          , genome  7036] predictions:    9778/  10000 (97.78%), best:    9809/10000 (98.09%), error:       670.69324, best error:       604.84192 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 179.0140533447s, input_fired_time: 1.9276233912, output_fired_time: 1.3474940062, propagate_forward_time: 69.8475875854, propagate_backward_time: 102.9285354614, weight_update_time: 0.1612087637, other_time: 2.9628143311
epoch time: 14.7631416321s, input_fired_time: 0.2013593763, output_fired_time: 0.0000000000, propagate_forward_time: 14.0237684250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380134583
validation[          , genome  7036] predictions:    9816/  10000 (98.16%), best:    9809/10000 (98.09%), error:       630.88013, best error:       604.84192 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 179.3820800781s, input_fired_time: 1.9372485876, output_fired_time: 1.3492667675, propagate_forward_time: 70.0785293579, propagate_backward_time: 103.0380554199, weight_update_time: 0.1614164412, other_time: 2.9789657593
epoch time: 14.7836294174s, input_fired_time: 0.2027718425, output_fired_time: 0.0000000000, propagate_forward_time: 14.0458965302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349607468
validation[          , genome  7036] predictions:    9802/  10000 (98.02%), best:    9809/10000 (98.09%), error:       640.72571, best error:       604.84192 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 179.5146179199s, input_fired_time: 1.9403463602, output_fired_time: 1.3470803499, propagate_forward_time: 70.1150436401, propagate_backward_time: 103.1331176758, weight_update_time: 0.1619096845, other_time: 2.9790267944
epoch time: 14.7126178741s, input_fired_time: 0.2013608217, output_fired_time: 0.0000000000, propagate_forward_time: 13.9868650436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243921280
validation[          , genome  7036] predictions:    9787/  10000 (97.87%), best:    9809/10000 (98.09%), error:       689.75226, best error:       604.84192 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 179.4994354248s, input_fired_time: 1.9454509020, output_fired_time: 1.3522408009, propagate_forward_time: 70.1228713989, propagate_backward_time: 103.1106491089, weight_update_time: 0.1621220559, other_time: 2.9682312012
epoch time: 14.7688016891s, input_fired_time: 0.2005181909, output_fired_time: 0.0000000000, propagate_forward_time: 14.0357561111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325269699
validation[          , genome  7036] predictions:    9805/  10000 (98.05%), best:    9809/10000 (98.09%), error:       647.98218, best error:       604.84192 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 179.2567596436s, input_fired_time: 1.9365055561, output_fired_time: 1.3546582460, propagate_forward_time: 69.9993591309, propagate_backward_time: 102.9875717163, weight_update_time: 0.1627337486, other_time: 2.9786605835
epoch time: 14.6701707840s, input_fired_time: 0.2023265362, output_fired_time: 0.0000000000, propagate_forward_time: 13.9445114136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5233325958
validation[          , genome  7036] predictions:    9791/  10000 (97.91%), best:    9809/10000 (98.09%), error:       669.06097, best error:       604.84192 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 181.0880584717s, input_fired_time: 1.9500255585, output_fired_time: 1.3754247427, propagate_forward_time: 70.5677185059, propagate_backward_time: 104.1842727661, weight_update_time: 0.1635305732, other_time: 3.0106124878
epoch time: 15.2024593353s, input_fired_time: 0.2142868042, output_fired_time: 0.0000000000, propagate_forward_time: 14.4061784744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5819940567
validation[          , genome  7036] predictions:    9766/  10000 (97.66%), best:    9809/10000 (98.09%), error:       751.94836, best error:       604.84192 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 182.1230773926s, input_fired_time: 1.9674947262, output_fired_time: 1.3781057596, propagate_forward_time: 70.8272323608, propagate_backward_time: 104.9147415161, weight_update_time: 0.1661212295, other_time: 3.0354919434
epoch time: 14.7243003845s, input_fired_time: 0.2040878385, output_fired_time: 0.0000000000, propagate_forward_time: 13.9989185333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212936401
validation[          , genome  7036] predictions:    9813/  10000 (98.13%), best:    9809/10000 (98.09%), error:       636.85956, best error:       604.84192 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 179.6861877441s, input_fired_time: 1.9608602524, output_fired_time: 1.3578048944, propagate_forward_time: 70.1770935059, propagate_backward_time: 103.2013778687, weight_update_time: 0.1636287272, other_time: 2.9890518188
epoch time: 14.7680511475s, input_fired_time: 0.2039393783, output_fired_time: 0.0000000000, propagate_forward_time: 14.0326232910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314884186
validation[          , genome  7036] predictions:    9793/  10000 (97.93%), best:    9809/10000 (98.09%), error:       676.82935, best error:       604.84192 on epoch:    81, 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: 74.0099411011s, input_fired_time: 1.0149663687, output_fired_time: 0.0000000000, propagate_forward_time: 70.2471160889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7478561401
best training[          , genome  7036] predictions:   49869/  50000 (99.74%), best:    9809/10000 (98.09%), error:       875.39960, best error:       604.84192 on epoch:    81, 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: 14.8543872833s, input_fired_time: 0.1992179304, output_fired_time: 0.0000000000, propagate_forward_time: 14.0367174149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6184520721
   testing[          , genome  7036] predictions:    9828/  10000 (98.28%), best:    9809/10000 (98.09%), error:       580.28448, best error:       604.84192 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:37:37 (11774): called boinc_finish(0)

</stderr_txt>
]]>