Nameexact_genome_1512568488_44_7105_1
Workunit2606873
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:04:20 UTC
Report deadline17 Dec 2017, 19:17:06 UTC
Received8 Dec 2017, 10:17:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time3 hours 37 min 7 sec
CPU time3 hours 31 min 29 sec
Validate stateValid
Credit2,450.13
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size123.84 MB
Peak swap size2,590.43 MB
Peak disk usage1.23 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 120.2024765015s, input_fired_time: 0.9660566449, output_fired_time: 0.6947653294, propagate_forward_time: 37.7822532654, propagate_backward_time: 78.7642593384, weight_update_time: 0.1270285994, other_time: 1.9951400757
epoch time: 7.9601116180s, input_fired_time: 0.1241372824, output_fired_time: 0.0000000000, propagate_forward_time: 7.4774804115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584938049
validation[          , genome  7105] predictions:    9701/  10000 (97.01%), best:    9726/10000 (97.26%), error:      1001.84143, best error:       918.08472 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 120.0345840454s, input_fired_time: 0.9563619494, output_fired_time: 0.6854187250, propagate_forward_time: 37.6729087830, propagate_backward_time: 78.7138977051, weight_update_time: 0.1203210577, other_time: 2.0059967041
epoch time: 8.0383987427s, input_fired_time: 0.1254672706, output_fired_time: 0.0000000000, propagate_forward_time: 7.5435142517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694171906
validation[          , genome  7105] predictions:    9712/  10000 (97.12%), best:    9726/10000 (97.26%), error:       999.66437, best error:       918.08472 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 120.0666580200s, input_fired_time: 0.9600453973, output_fired_time: 0.6892507076, propagate_forward_time: 37.7025604248, propagate_backward_time: 78.7042999268, weight_update_time: 0.1243519709, other_time: 2.0105056763
epoch time: 8.0213727951s, input_fired_time: 0.1237363145, output_fired_time: 0.0000000000, propagate_forward_time: 7.5351600647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624763489
validation[          , genome  7105] predictions:    9706/  10000 (97.06%), best:    9726/10000 (97.26%), error:       964.28925, best error:       918.08472 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 120.5472640991s, input_fired_time: 0.9672197104, output_fired_time: 0.6966986060, propagate_forward_time: 37.7607955933, propagate_backward_time: 79.1263732910, weight_update_time: 0.1250878274, other_time: 1.9961776733
epoch time: 8.0351047516s, input_fired_time: 0.1274468899, output_fired_time: 0.0000000000, propagate_forward_time: 7.5442566872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634009361
validation[          , genome  7105] predictions:    9723/  10000 (97.23%), best:    9726/10000 (97.26%), error:       993.98907, best error:       918.08472 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 120.1440963745s, input_fired_time: 0.9633182883, output_fired_time: 0.6949035525, propagate_forward_time: 37.6713256836, propagate_backward_time: 78.7984619141, weight_update_time: 0.1219723970, other_time: 2.0160903931
epoch time: 8.0093927383s, input_fired_time: 0.1258969754, output_fired_time: 0.0000000000, propagate_forward_time: 7.5230145454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604812622
validation[          , genome  7105] predictions:    9692/  10000 (96.92%), best:    9726/10000 (97.26%), error:      1029.90002, best error:       918.08472 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 120.3463592529s, input_fired_time: 0.9885520339, output_fired_time: 0.6920536757, propagate_forward_time: 37.6981811523, propagate_backward_time: 78.9806671143, weight_update_time: 0.1207734719, other_time: 1.9869079590
epoch time: 8.0831327438s, input_fired_time: 0.1263137013, output_fired_time: 0.0000000000, propagate_forward_time: 7.5812273026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755917549
validation[          , genome  7105] predictions:    9697/  10000 (96.97%), best:    9726/10000 (97.26%), error:      1013.15350, best error:       918.08472 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 120.0101242065s, input_fired_time: 0.9654293656, output_fired_time: 0.6908257008, propagate_forward_time: 37.5495071411, propagate_backward_time: 78.7959213257, weight_update_time: 0.1208570600, other_time: 2.0084381104
epoch time: 8.0414075851s, input_fired_time: 0.1269432306, output_fired_time: 0.0000000000, propagate_forward_time: 7.5505604744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639039993
validation[          , genome  7105] predictions:    9672/  10000 (96.72%), best:    9726/10000 (97.26%), error:      1073.01587, best error:       918.08472 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 120.2283248901s, input_fired_time: 0.9741027355, output_fired_time: 0.6926456690, propagate_forward_time: 37.6651649475, propagate_backward_time: 78.9029464722, weight_update_time: 0.1205269694, other_time: 1.9934616089
epoch time: 8.0627622604s, input_fired_time: 0.1272831112, output_fired_time: 0.0000000000, propagate_forward_time: 7.5629992485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724799156
validation[          , genome  7105] predictions:    9696/  10000 (96.96%), best:    9726/10000 (97.26%), error:       973.51343, best error:       918.08472 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 120.0656356812s, input_fired_time: 0.9785689712, output_fired_time: 0.6798785329, propagate_forward_time: 37.6516494751, propagate_backward_time: 78.7417678833, weight_update_time: 0.1240793616, other_time: 2.0137710571
epoch time: 8.0741291046s, input_fired_time: 0.1239861622, output_fired_time: 0.0000000000, propagate_forward_time: 7.5867981911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633446693
validation[          , genome  7105] predictions:    9722/  10000 (97.22%), best:    9726/10000 (97.26%), error:       956.72876, best error:       918.08472 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 120.3187637329s, input_fired_time: 0.9649493694, output_fired_time: 0.6888093352, propagate_forward_time: 37.6806526184, propagate_backward_time: 78.9900054932, weight_update_time: 0.1256840527, other_time: 1.9943389893
epoch time: 8.1214456558s, input_fired_time: 0.1262025535, output_fired_time: 0.0000000000, propagate_forward_time: 7.6202087402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750343323
validation[          , genome  7105] predictions:    9702/  10000 (97.02%), best:    9726/10000 (97.26%), error:       986.91913, best error:       918.08472 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 120.1426620483s, input_fired_time: 0.9795964360, output_fired_time: 0.6894753575, propagate_forward_time: 37.6541748047, propagate_backward_time: 78.8146057129, weight_update_time: 0.1197646707, other_time: 2.0048065186
epoch time: 8.0164012909s, input_fired_time: 0.1245962158, output_fired_time: 0.0000000000, propagate_forward_time: 7.5341348648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576703072
validation[          , genome  7105] predictions:    9728/  10000 (97.28%), best:    9726/10000 (97.26%), error:       927.25629, best error:       918.08472 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 120.0897445679s, input_fired_time: 0.9709422588, output_fired_time: 0.6852633357, propagate_forward_time: 37.7308540344, propagate_backward_time: 78.7018966675, weight_update_time: 0.1238955185, other_time: 2.0007858276
epoch time: 8.0250225067s, input_fired_time: 0.1243181825, output_fired_time: 0.0000000000, propagate_forward_time: 7.5358963013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648080826
validation[          , genome  7105] predictions:    9721/  10000 (97.21%), best:    9726/10000 (97.26%), error:       926.70593, best error:       918.08472 on epoch:    13, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 120.6788482666s, input_fired_time: 0.9736704230, output_fired_time: 0.7004348636, propagate_forward_time: 37.8422050476, propagate_backward_time: 79.1595764160, weight_update_time: 0.1238028109, other_time: 2.0029602051
epoch time: 8.0878677368s, input_fired_time: 0.1261975765, output_fired_time: 0.0000000000, propagate_forward_time: 7.6015019417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601679802
validation[          , genome  7105] predictions:    9677/  10000 (96.77%), best:    9726/10000 (97.26%), error:      1038.30493, best error:       918.08472 on epoch:    13, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 120.3848648071s, input_fired_time: 0.9701504707, output_fired_time: 0.7089291215, propagate_forward_time: 37.7886581421, propagate_backward_time: 78.9236526489, weight_update_time: 0.1218360737, other_time: 1.9934692383
epoch time: 8.0158824921s, input_fired_time: 0.1308628470, output_fired_time: 0.0000000000, propagate_forward_time: 7.5198569298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651628494
validation[          , genome  7105] predictions:    9590/  10000 (95.90%), best:    9726/10000 (97.26%), error:      1359.13672, best error:       918.08472 on epoch:    13, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 120.5675048828s, input_fired_time: 0.9697828889, output_fired_time: 0.6960777044, propagate_forward_time: 37.8403205872, propagate_backward_time: 79.0452270508, weight_update_time: 0.1225109026, other_time: 2.0160980225
epoch time: 8.0366325378s, input_fired_time: 0.1300158799, output_fired_time: 0.0000000000, propagate_forward_time: 7.5452198982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613967896
validation[          , genome  7105] predictions:    9694/  10000 (96.94%), best:    9726/10000 (97.26%), error:       949.81750, best error:       918.08472 on epoch:    13, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 120.0673446655s, input_fired_time: 0.9786427617, output_fired_time: 0.6988902688, propagate_forward_time: 37.7429428101, propagate_backward_time: 78.6567382812, weight_update_time: 0.1205537021, other_time: 1.9901275635
epoch time: 8.0359983444s, input_fired_time: 0.1270349920, output_fired_time: 0.0000000000, propagate_forward_time: 7.5474715233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614916801
validation[          , genome  7105] predictions:    9719/  10000 (97.19%), best:    9726/10000 (97.26%), error:       921.42090, best error:       918.08472 on epoch:    13, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 120.3613586426s, input_fired_time: 0.9760238528, output_fired_time: 0.6959975958, propagate_forward_time: 37.8008918762, propagate_backward_time: 78.8818206787, weight_update_time: 0.1229759008, other_time: 2.0066223145
epoch time: 8.0368013382s, input_fired_time: 0.1270988286, output_fired_time: 0.0000000000, propagate_forward_time: 7.5530214310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566808701
validation[          , genome  7105] predictions:    9649/  10000 (96.49%), best:    9726/10000 (97.26%), error:      1161.33032, best error:       918.08472 on epoch:    13, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 120.2378921509s, input_fired_time: 0.9856413603, output_fired_time: 0.6972262859, propagate_forward_time: 37.6718559265, propagate_backward_time: 78.8975448608, weight_update_time: 0.1240147352, other_time: 1.9856185913
epoch time: 7.9816045761s, input_fired_time: 0.1280428022, output_fired_time: 0.0000000000, propagate_forward_time: 7.4904017448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631601334
validation[          , genome  7105] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       887.72620, best error:       887.72620 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 120.2406463623s, input_fired_time: 0.9703012705, output_fired_time: 0.6958825588, propagate_forward_time: 37.6689529419, propagate_backward_time: 78.9134902954, weight_update_time: 0.1205270290, other_time: 1.9920196533
epoch time: 8.0018501282s, input_fired_time: 0.1282133907, output_fired_time: 0.0000000000, propagate_forward_time: 7.5127849579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608517647
validation[          , genome  7105] predictions:    9728/  10000 (97.28%), best:    9731/10000 (97.31%), error:       929.42548, best error:       887.72620 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 120.2754974365s, input_fired_time: 0.9759626389, output_fired_time: 0.6877014041, propagate_forward_time: 37.6765708923, propagate_backward_time: 78.9288711548, weight_update_time: 0.1282123476, other_time: 2.0064010620
epoch time: 8.0079488754s, input_fired_time: 0.1310915053, output_fired_time: 0.0000000000, propagate_forward_time: 7.5096430779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672142029
validation[          , genome  7105] predictions:    9688/  10000 (96.88%), best:    9731/10000 (97.31%), error:      1027.35730, best error:       887.72620 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 120.2176666260s, input_fired_time: 0.9811341166, output_fired_time: 0.6833826900, propagate_forward_time: 37.7493972778, propagate_backward_time: 78.8021621704, weight_update_time: 0.1213680804, other_time: 2.0015945435
epoch time: 8.0538272858s, input_fired_time: 0.1315014809, output_fired_time: 0.0000000000, propagate_forward_time: 7.5637416840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585839272
validation[          , genome  7105] predictions:    9701/  10000 (97.01%), best:    9731/10000 (97.31%), error:       968.74249, best error:       887.72620 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 120.4491043091s, input_fired_time: 0.9629124403, output_fired_time: 0.6831085682, propagate_forward_time: 37.7556457520, propagate_backward_time: 79.0429229736, weight_update_time: 0.1221034080, other_time: 2.0045166016
epoch time: 8.0481824875s, input_fired_time: 0.1284167171, output_fired_time: 0.0000000000, propagate_forward_time: 7.5551571846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646087646
validation[          , genome  7105] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       811.44257, best error:       811.44257 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 120.1729125977s, input_fired_time: 0.9724833965, output_fired_time: 0.6809798479, propagate_forward_time: 37.7785949707, propagate_backward_time: 78.7364959717, weight_update_time: 0.1214480698, other_time: 2.0043640137
epoch time: 8.0512704849s, input_fired_time: 0.1268633604, output_fired_time: 0.0000000000, propagate_forward_time: 7.5657410622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586659431
validation[          , genome  7105] predictions:    9594/  10000 (95.94%), best:    9767/10000 (97.67%), error:      1302.89221, best error:       811.44257 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 120.2359924316s, input_fired_time: 0.9720485210, output_fired_time: 0.6837591529, propagate_forward_time: 37.7786903381, propagate_backward_time: 78.7917709351, weight_update_time: 0.1219938174, other_time: 2.0097274780
epoch time: 8.1782751083s, input_fired_time: 0.1271194220, output_fired_time: 0.0000000000, propagate_forward_time: 7.6838917732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672642708
validation[          , genome  7105] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       798.37073, best error:       798.37073 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 120.2512664795s, input_fired_time: 0.9947357774, output_fired_time: 0.6958999038, propagate_forward_time: 37.6925239563, propagate_backward_time: 78.8458938599, weight_update_time: 0.1217616424, other_time: 2.0222091675
epoch time: 7.9988918304s, input_fired_time: 0.1288569123, output_fired_time: 0.0000000000, propagate_forward_time: 7.5055141449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645205498
validation[          , genome  7105] predictions:    9761/  10000 (97.61%), best:    9763/10000 (97.63%), error:       852.61353, best error:       798.37073 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 120.2734527588s, input_fired_time: 0.9709390402, output_fired_time: 0.6994385719, propagate_forward_time: 37.6768493652, propagate_backward_time: 78.9368820190, weight_update_time: 0.1216371432, other_time: 1.9893417358
epoch time: 8.0109701157s, input_fired_time: 0.1260557771, output_fired_time: 0.0000000000, propagate_forward_time: 7.5247068405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602075577
validation[          , genome  7105] predictions:    9718/  10000 (97.18%), best:    9763/10000 (97.63%), error:       908.27625, best error:       798.37073 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 120.2883987427s, input_fired_time: 0.9739809632, output_fired_time: 0.6886810064, propagate_forward_time: 37.7150230408, propagate_backward_time: 78.9059906006, weight_update_time: 0.1249791533, other_time: 2.0047149658
epoch time: 8.0054416656s, input_fired_time: 0.1244843081, output_fired_time: 0.0000000000, propagate_forward_time: 7.5237836838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571734428
validation[          , genome  7105] predictions:    9704/  10000 (97.04%), best:    9763/10000 (97.63%), error:       989.01752, best error:       798.37073 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 120.1481552124s, input_fired_time: 0.9803066850, output_fired_time: 0.6851725578, propagate_forward_time: 37.7137451172, propagate_backward_time: 78.7656936646, weight_update_time: 0.1254876256, other_time: 2.0032348633
epoch time: 8.0168409348s, input_fired_time: 0.1272776276, output_fired_time: 0.0000000000, propagate_forward_time: 7.5251049995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644580841
validation[          , genome  7105] predictions:    9749/  10000 (97.49%), best:    9763/10000 (97.63%), error:       806.20093, best error:       798.37073 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 120.5085372925s, input_fired_time: 0.9923948050, output_fired_time: 0.6869837046, propagate_forward_time: 37.7952079773, propagate_backward_time: 79.0116271973, weight_update_time: 0.1204040200, other_time: 2.0223236084
epoch time: 8.0461215973s, input_fired_time: 0.1265098006, output_fired_time: 0.0000000000, propagate_forward_time: 7.5509705544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686413765
validation[          , genome  7105] predictions:    9734/  10000 (97.34%), best:    9763/10000 (97.63%), error:       867.20172, best error:       798.37073 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 120.3998107910s, input_fired_time: 0.9842358828, output_fired_time: 0.6987867951, propagate_forward_time: 37.7627487183, propagate_backward_time: 78.9507141113, weight_update_time: 0.1269374490, other_time: 2.0033264160
epoch time: 8.0124931335s, input_fired_time: 0.1290799528, output_fired_time: 0.0000000000, propagate_forward_time: 7.5217180252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616952896
validation[          , genome  7105] predictions:    9650/  10000 (96.50%), best:    9763/10000 (97.63%), error:      1136.50427, best error:       798.37073 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 120.3142852783s, input_fired_time: 0.9747714996, output_fired_time: 0.6897625923, propagate_forward_time: 37.6427497864, propagate_backward_time: 78.9970626831, weight_update_time: 0.1292728186, other_time: 2.0099411011
epoch time: 8.2445306778s, input_fired_time: 0.1343052387, output_fired_time: 0.0000000000, propagate_forward_time: 7.7448277473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653979301
validation[          , genome  7105] predictions:    9700/  10000 (97.00%), best:    9763/10000 (97.63%), error:       991.80878, best error:       798.37073 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 120.4209365845s, input_fired_time: 0.9894242287, output_fired_time: 0.6821702123, propagate_forward_time: 37.8413619995, propagate_backward_time: 78.8950500488, weight_update_time: 0.1256648004, other_time: 2.0129318237
epoch time: 8.0114555359s, input_fired_time: 0.1310161054, output_fired_time: 0.0000000000, propagate_forward_time: 7.5250706673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553686142
validation[          , genome  7105] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       847.49554, best error:       798.37073 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 120.2692871094s, input_fired_time: 0.9780805111, output_fired_time: 0.6923152804, propagate_forward_time: 37.7392883301, propagate_backward_time: 78.8592224121, weight_update_time: 0.1209741309, other_time: 2.0003814697
epoch time: 7.9955253601s, input_fired_time: 0.1270200461, output_fired_time: 0.0000000000, propagate_forward_time: 7.5023732185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661322594
validation[          , genome  7105] predictions:    9678/  10000 (96.78%), best:    9763/10000 (97.63%), error:      1067.55493, best error:       798.37073 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 120.3507232666s, input_fired_time: 0.9811424613, output_fired_time: 0.6919596195, propagate_forward_time: 37.8572692871, propagate_backward_time: 78.8312530518, weight_update_time: 0.1211976334, other_time: 1.9890975952
epoch time: 8.0596389771s, input_fired_time: 0.1291092038, output_fired_time: 0.0000000000, propagate_forward_time: 7.5599164963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706130981
validation[          , genome  7105] predictions:    9687/  10000 (96.87%), best:    9763/10000 (97.63%), error:       997.44775, best error:       798.37073 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 120.5937194824s, input_fired_time: 0.9761159420, output_fired_time: 0.6914326549, propagate_forward_time: 37.8868522644, propagate_backward_time: 79.0419464111, weight_update_time: 0.1219101623, other_time: 1.9973754883
epoch time: 8.0317764282s, input_fired_time: 0.1274428368, output_fired_time: 0.0000000000, propagate_forward_time: 7.5393290520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650045395
validation[          , genome  7105] predictions:    9687/  10000 (96.87%), best:    9763/10000 (97.63%), error:      1011.40906, best error:       798.37073 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 120.5313186646s, input_fired_time: 0.9763604403, output_fired_time: 0.6908186078, propagate_forward_time: 37.8172187805, propagate_backward_time: 79.0508193970, weight_update_time: 0.1211693361, other_time: 1.9961013794
epoch time: 8.1012601852s, input_fired_time: 0.1373543292, output_fired_time: 0.0000000000, propagate_forward_time: 7.5982723236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656334877
validation[          , genome  7105] predictions:    9728/  10000 (97.28%), best:    9763/10000 (97.63%), error:       901.53656, best error:       798.37073 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 120.4894027710s, input_fired_time: 0.9870781302, output_fired_time: 0.6934112310, propagate_forward_time: 37.8268165588, propagate_backward_time: 78.9839630127, weight_update_time: 0.1209427938, other_time: 1.9981384277
epoch time: 7.9829111099s, input_fired_time: 0.1299965382, output_fired_time: 0.0000000000, propagate_forward_time: 7.4860744476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668403625
validation[          , genome  7105] predictions:    9702/  10000 (97.02%), best:    9763/10000 (97.63%), error:       993.23560, best error:       798.37073 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 120.3295516968s, input_fired_time: 0.9916663170, output_fired_time: 0.6826092601, propagate_forward_time: 37.7660140991, propagate_backward_time: 78.8729324341, weight_update_time: 0.1210411265, other_time: 2.0163269043
epoch time: 8.1826677322s, input_fired_time: 0.1283333153, output_fired_time: 0.0000000000, propagate_forward_time: 7.6856637001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686709404
validation[          , genome  7105] predictions:    9729/  10000 (97.29%), best:    9763/10000 (97.63%), error:       877.89587, best error:       798.37073 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 120.4978256226s, input_fired_time: 0.9876071811, output_fired_time: 0.6921043992, propagate_forward_time: 37.9184532166, propagate_backward_time: 78.8969421387, weight_update_time: 0.1233547553, other_time: 2.0027160645
epoch time: 8.0379772186s, input_fired_time: 0.1351737082, output_fired_time: 0.0000000000, propagate_forward_time: 7.5424714088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3603320122
validation[          , genome  7105] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       787.14929, best error:       787.14929 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 120.1209030151s, input_fired_time: 0.9789971709, output_fired_time: 0.6908270121, propagate_forward_time: 37.6626319885, propagate_backward_time: 78.7959442139, weight_update_time: 0.1221335009, other_time: 1.9925079346
epoch time: 8.0113019943s, input_fired_time: 0.1292784959, output_fired_time: 0.0000000000, propagate_forward_time: 7.5242943764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577289581
validation[          , genome  7105] predictions:    9736/  10000 (97.36%), best:    9753/10000 (97.53%), error:       863.33643, best error:       787.14929 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 120.6379470825s, input_fired_time: 0.9933673739, output_fired_time: 0.6800498962, propagate_forward_time: 37.9635505676, propagate_backward_time: 78.9864807129, weight_update_time: 0.1266442984, other_time: 2.0144958496
epoch time: 8.1173686981s, input_fired_time: 0.1331002265, output_fired_time: 0.0000000000, propagate_forward_time: 7.6106228828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736457825
validation[          , genome  7105] predictions:    9759/  10000 (97.59%), best:    9753/10000 (97.53%), error:       809.02374, best error:       787.14929 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 120.4157180786s, input_fired_time: 0.9873201847, output_fired_time: 0.6891522408, propagate_forward_time: 37.7773323059, propagate_backward_time: 78.9500503540, weight_update_time: 0.1210525557, other_time: 2.0118637085
epoch time: 8.0512084961s, input_fired_time: 0.1327566206, output_fired_time: 0.0000000000, propagate_forward_time: 7.5584897995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599619865
validation[          , genome  7105] predictions:    9743/  10000 (97.43%), best:    9753/10000 (97.53%), error:       875.13312, best error:       787.14929 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 120.5998001099s, input_fired_time: 0.9914610386, output_fired_time: 0.6941653490, propagate_forward_time: 37.7829132080, propagate_backward_time: 79.1152877808, weight_update_time: 0.1222085208, other_time: 2.0159683228
epoch time: 8.0325660706s, input_fired_time: 0.1320093870, output_fired_time: 0.0000000000, propagate_forward_time: 7.5337219238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668346405
validation[          , genome  7105] predictions:    9747/  10000 (97.47%), best:    9753/10000 (97.53%), error:       832.70624, best error:       787.14929 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 120.1310958862s, input_fired_time: 0.9719362855, output_fired_time: 0.6861274838, propagate_forward_time: 37.8228225708, propagate_backward_time: 78.6450042725, weight_update_time: 0.1213951856, other_time: 2.0052032471
epoch time: 8.1264705658s, input_fired_time: 0.1293090433, output_fired_time: 0.0000000000, propagate_forward_time: 7.6362524033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609089851
validation[          , genome  7105] predictions:    9738/  10000 (97.38%), best:    9753/10000 (97.53%), error:       885.49329, best error:       787.14929 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 120.3141632080s, input_fired_time: 0.9856972098, output_fired_time: 0.7011430860, propagate_forward_time: 37.8079681396, propagate_backward_time: 78.8234329224, weight_update_time: 0.1204757839, other_time: 1.9959259033
epoch time: 8.1309375763s, input_fired_time: 0.1296079308, output_fired_time: 0.0000000000, propagate_forward_time: 7.6429619789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583674431
validation[          , genome  7105] predictions:    9712/  10000 (97.12%), best:    9753/10000 (97.53%), error:       944.77063, best error:       787.14929 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 120.1387710571s, input_fired_time: 0.9877656698, output_fired_time: 0.7025316358, propagate_forward_time: 37.6183471680, propagate_backward_time: 78.8284225464, weight_update_time: 0.1224275678, other_time: 2.0017089844
epoch time: 8.0642004013s, input_fired_time: 0.1291648895, output_fired_time: 0.0000000000, propagate_forward_time: 7.5645208359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705148697
validation[          , genome  7105] predictions:    9736/  10000 (97.36%), best:    9753/10000 (97.53%), error:       867.62207, best error:       787.14929 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 120.0929031372s, input_fired_time: 0.9911469221, output_fired_time: 0.6906833053, propagate_forward_time: 37.7284965515, propagate_backward_time: 78.6846008301, weight_update_time: 0.1251379699, other_time: 1.9979705811
epoch time: 8.0089292526s, input_fired_time: 0.1334472150, output_fired_time: 0.0000000000, propagate_forward_time: 7.5156207085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598613739
validation[          , genome  7105] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       876.18085, best error:       787.14929 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 120.6107482910s, input_fired_time: 0.9915357232, output_fired_time: 0.6896072626, propagate_forward_time: 37.8611640930, propagate_backward_time: 79.0718841553, weight_update_time: 0.1208405793, other_time: 1.9965515137
epoch time: 8.0002002716s, input_fired_time: 0.1281967461, output_fired_time: 0.0000000000, propagate_forward_time: 7.5108757019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611278534
validation[          , genome  7105] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       771.91089, best error:       771.91089 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 120.3392181396s, input_fired_time: 0.9823569059, output_fired_time: 0.6999622583, propagate_forward_time: 37.7305374146, propagate_backward_time: 78.9405593872, weight_update_time: 0.1235274523, other_time: 1.9858093262
epoch time: 7.9910545349s, input_fired_time: 0.1278028786, output_fired_time: 0.0000000000, propagate_forward_time: 7.4996170998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636345863
validation[          , genome  7105] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       860.81799, best error:       771.91089 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 120.4042892456s, input_fired_time: 0.9883515835, output_fired_time: 0.6935768723, propagate_forward_time: 37.7898101807, propagate_backward_time: 78.9277877808, weight_update_time: 0.1237407327, other_time: 2.0047607422
epoch time: 8.0773439407s, input_fired_time: 0.1285738051, output_fired_time: 0.0000000000, propagate_forward_time: 7.5842180252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645520210
validation[          , genome  7105] predictions:    9764/  10000 (97.64%), best:    9767/10000 (97.67%), error:       772.84918, best error:       771.91089 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 120.6325836182s, input_fired_time: 0.9906154275, output_fired_time: 0.7007990479, propagate_forward_time: 37.8152313232, propagate_backward_time: 79.1349258423, weight_update_time: 0.1205130816, other_time: 1.9910125732
epoch time: 7.9955425262s, input_fired_time: 0.1340017915, output_fired_time: 0.0000000000, propagate_forward_time: 7.5007014275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608393669
validation[          , genome  7105] predictions:    9646/  10000 (96.46%), best:    9767/10000 (97.67%), error:      1131.82751, best error:       771.91089 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 120.9175033569s, input_fired_time: 0.9835979939, output_fired_time: 0.6892096996, propagate_forward_time: 37.9789581299, propagate_backward_time: 79.2288436890, weight_update_time: 0.1266462803, other_time: 2.0368957520
epoch time: 8.2602596283s, input_fired_time: 0.1367984265, output_fired_time: 0.0000000000, propagate_forward_time: 7.7508687973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725919724
validation[          , genome  7105] predictions:    9700/  10000 (97.00%), best:    9767/10000 (97.67%), error:       971.88733, best error:       771.91089 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 120.1294403076s, input_fired_time: 0.9906194210, output_fired_time: 0.6926052570, propagate_forward_time: 37.6254234314, propagate_backward_time: 78.8093109131, weight_update_time: 0.1201501936, other_time: 2.0114898682
epoch time: 8.0547266006s, input_fired_time: 0.1295722574, output_fired_time: 0.0000000000, propagate_forward_time: 7.5581026077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670516014
validation[          , genome  7105] predictions:    9731/  10000 (97.31%), best:    9767/10000 (97.67%), error:       860.30872, best error:       771.91089 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 120.2721633911s, input_fired_time: 0.9941259623, output_fired_time: 0.6787831783, propagate_forward_time: 37.6067810059, propagate_backward_time: 79.0015716553, weight_update_time: 0.1205841079, other_time: 1.9909057617
epoch time: 8.0670490265s, input_fired_time: 0.1296492517, output_fired_time: 0.0000000000, propagate_forward_time: 7.5702280998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671717644
validation[          , genome  7105] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       759.47748, best error:       759.47748 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 120.8006362915s, input_fired_time: 0.9839832187, output_fired_time: 0.6975870132, propagate_forward_time: 37.8613967896, propagate_backward_time: 79.2572555542, weight_update_time: 0.1231910288, other_time: 2.0004119873
epoch time: 8.0006780624s, input_fired_time: 0.1290779561, output_fired_time: 0.0000000000, propagate_forward_time: 7.5113587379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602414131
validation[          , genome  7105] predictions:    9740/  10000 (97.40%), best:    9776/10000 (97.76%), error:       878.03131, best error:       759.47748 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 120.3611602783s, input_fired_time: 0.9932709336, output_fired_time: 0.6937351823, propagate_forward_time: 37.7588119507, propagate_backward_time: 78.9039611816, weight_update_time: 0.1246611476, other_time: 2.0113830566
epoch time: 8.0426015854s, input_fired_time: 0.1300470978, output_fired_time: 0.0000000000, propagate_forward_time: 7.5342316628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783226013
validation[          , genome  7105] predictions:    9762/  10000 (97.62%), best:    9776/10000 (97.76%), error:       811.24561, best error:       759.47748 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 120.5569686890s, input_fired_time: 0.9942159653, output_fired_time: 0.6952250600, propagate_forward_time: 37.9031867981, propagate_backward_time: 78.9532012939, weight_update_time: 0.1253447682, other_time: 2.0111389160
epoch time: 7.9958400726s, input_fired_time: 0.1285259128, output_fired_time: 0.0000000000, propagate_forward_time: 7.5092811584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580331802
validation[          , genome  7105] predictions:    9770/  10000 (97.70%), best:    9776/10000 (97.76%), error:       793.07739, best error:       759.47748 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 120.4005126953s, input_fired_time: 0.9895107746, output_fired_time: 0.6844822764, propagate_forward_time: 37.7458572388, propagate_backward_time: 78.9607467651, weight_update_time: 0.1312718838, other_time: 2.0199203491
epoch time: 8.0829935074s, input_fired_time: 0.1314464658, output_fired_time: 0.0000000000, propagate_forward_time: 7.5880198479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635272980
validation[          , genome  7105] predictions:    9748/  10000 (97.48%), best:    9776/10000 (97.76%), error:       874.75781, best error:       759.47748 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 120.5223693848s, input_fired_time: 0.9941577911, output_fired_time: 0.6953072548, propagate_forward_time: 37.7709426880, propagate_backward_time: 79.0714340210, weight_update_time: 0.1218197197, other_time: 1.9905319214
epoch time: 8.2153863907s, input_fired_time: 0.1294710934, output_fired_time: 0.0000000000, propagate_forward_time: 7.7253212929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605942726
validation[          , genome  7105] predictions:    9770/  10000 (97.70%), best:    9776/10000 (97.76%), error:       788.36884, best error:       759.47748 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 120.3684234619s, input_fired_time: 0.9899092913, output_fired_time: 0.7070252299, propagate_forward_time: 37.7647438049, propagate_backward_time: 78.9024353027, weight_update_time: 0.1251350492, other_time: 2.0043182373
epoch time: 8.0814867020s, input_fired_time: 0.1312205940, output_fired_time: 0.0000000000, propagate_forward_time: 7.5867314339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635344505
validation[          , genome  7105] predictions:    9769/  10000 (97.69%), best:    9776/10000 (97.76%), error:       773.61243, best error:       759.47748 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 120.4917297363s, input_fired_time: 1.0068368912, output_fired_time: 0.6945747137, propagate_forward_time: 37.8123245239, propagate_backward_time: 78.9748764038, weight_update_time: 0.1206216514, other_time: 2.0031204224
epoch time: 8.0205516815s, input_fired_time: 0.1317278445, output_fired_time: 0.0000000000, propagate_forward_time: 7.5317578316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570661545
validation[          , genome  7105] predictions:    9726/  10000 (97.26%), best:    9776/10000 (97.76%), error:       925.28491, best error:       759.47748 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 120.4613189697s, input_fired_time: 0.9983571172, output_fired_time: 0.6966740489, propagate_forward_time: 37.7322311401, propagate_backward_time: 79.0486221313, weight_update_time: 0.1208234280, other_time: 1.9854354858
epoch time: 8.0704832077s, input_fired_time: 0.1319446564, output_fired_time: 0.0000000000, propagate_forward_time: 7.5778079033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607306480
validation[          , genome  7105] predictions:    9746/  10000 (97.46%), best:    9776/10000 (97.76%), error:       859.67438, best error:       759.47748 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 120.3512878418s, input_fired_time: 0.9969572425, output_fired_time: 0.6902701855, propagate_forward_time: 37.7453079224, propagate_backward_time: 78.9070434570, weight_update_time: 0.1253623515, other_time: 2.0117111206
epoch time: 8.0769309998s, input_fired_time: 0.1319487542, output_fired_time: 0.0000000000, propagate_forward_time: 7.5791516304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658304214
validation[          , genome  7105] predictions:    9742/  10000 (97.42%), best:    9776/10000 (97.76%), error:       884.11188, best error:       759.47748 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 120.7130126953s, input_fired_time: 0.9949523807, output_fired_time: 0.6877950430, propagate_forward_time: 37.8594970703, propagate_backward_time: 79.1741027832, weight_update_time: 0.1253064722, other_time: 1.9966659546
epoch time: 8.0336475372s, input_fired_time: 0.1303472519, output_fired_time: 0.0000000000, propagate_forward_time: 7.5332784653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700218201
validation[          , genome  7105] predictions:    9715/  10000 (97.15%), best:    9776/10000 (97.76%), error:       908.51886, best error:       759.47748 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 120.3152923584s, input_fired_time: 1.0030847788, output_fired_time: 0.6866230369, propagate_forward_time: 37.6729011536, propagate_backward_time: 78.9334869385, weight_update_time: 0.1205427349, other_time: 2.0191955566
epoch time: 8.1232709885s, input_fired_time: 0.1313241571, output_fired_time: 0.0000000000, propagate_forward_time: 7.6301245689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3618221283
validation[          , genome  7105] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       833.76343, best error:       759.47748 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 120.4638061523s, input_fired_time: 0.9972341061, output_fired_time: 0.6820002198, propagate_forward_time: 37.7997016907, propagate_backward_time: 78.9655990601, weight_update_time: 0.1269589216, other_time: 2.0192794800
epoch time: 8.1895990372s, input_fired_time: 0.1315162480, output_fired_time: 0.0000000000, propagate_forward_time: 7.6935195923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645629883
validation[          , genome  7105] predictions:    9777/  10000 (97.77%), best:    9776/10000 (97.76%), error:       769.82684, best error:       759.47748 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 120.5171203613s, input_fired_time: 1.0035481453, output_fired_time: 0.6882748604, propagate_forward_time: 37.7946968079, propagate_backward_time: 79.0425109863, weight_update_time: 0.1239410192, other_time: 1.9880828857
epoch time: 8.0371246338s, input_fired_time: 0.1311888993, output_fired_time: 0.0000000000, propagate_forward_time: 7.5429754257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629603386
validation[          , genome  7105] predictions:    9766/  10000 (97.66%), best:    9776/10000 (97.76%), error:       796.03357, best error:       759.47748 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 120.3468551636s, input_fired_time: 1.0137863159, output_fired_time: 0.6824970841, propagate_forward_time: 37.6979637146, propagate_backward_time: 78.9308395386, weight_update_time: 0.1272636056, other_time: 2.0217666626
epoch time: 8.0878438950s, input_fired_time: 0.1328497529, output_fired_time: 0.0000000000, propagate_forward_time: 7.5904397964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645544052
validation[          , genome  7105] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       846.29248, best error:       759.47748 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 120.4005584717s, input_fired_time: 1.0002043247, output_fired_time: 0.6857397556, propagate_forward_time: 37.8847923279, propagate_backward_time: 78.8158721924, weight_update_time: 0.1278033853, other_time: 2.0139465332
epoch time: 8.0733900070s, input_fired_time: 0.1331820935, output_fired_time: 0.0000000000, propagate_forward_time: 7.5749554634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652524948
validation[          , genome  7105] predictions:    9766/  10000 (97.66%), best:    9776/10000 (97.76%), error:       817.28729, best error:       759.47748 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 120.5260162354s, input_fired_time: 1.0047336817, output_fired_time: 0.6986378431, propagate_forward_time: 37.8491554260, propagate_backward_time: 78.9673385620, weight_update_time: 0.1231366321, other_time: 2.0061569214
epoch time: 8.1127700806s, input_fired_time: 0.1338887513, output_fired_time: 0.0000000000, propagate_forward_time: 7.6181526184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607287407
validation[          , genome  7105] predictions:    9748/  10000 (97.48%), best:    9776/10000 (97.76%), error:       872.83441, best error:       759.47748 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 120.5835494995s, input_fired_time: 0.9993560314, output_fired_time: 0.6871129870, propagate_forward_time: 37.8270454407, propagate_backward_time: 79.0812301636, weight_update_time: 0.1229998022, other_time: 1.9888076782
epoch time: 8.0853347778s, input_fired_time: 0.1380171031, output_fired_time: 0.0000000000, propagate_forward_time: 7.5861945152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611230850
validation[          , genome  7105] predictions:    9766/  10000 (97.66%), best:    9776/10000 (97.76%), error:       842.62341, best error:       759.47748 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 120.5879669189s, input_fired_time: 0.9934920669, output_fired_time: 0.6936047673, propagate_forward_time: 37.8250198364, propagate_backward_time: 79.0830535889, weight_update_time: 0.1213009357, other_time: 1.9927978516
epoch time: 8.0554294586s, input_fired_time: 0.1360142827, output_fired_time: 0.0000000000, propagate_forward_time: 7.5522022247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672127724
validation[          , genome  7105] predictions:    9724/  10000 (97.24%), best:    9776/10000 (97.76%), error:       922.73157, best error:       759.47748 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 120.5176010132s, input_fired_time: 1.0022341013, output_fired_time: 0.6878748536, propagate_forward_time: 37.8166351318, propagate_backward_time: 79.0100479126, weight_update_time: 0.1291137934, other_time: 2.0008087158
epoch time: 8.2240228653s, input_fired_time: 0.1443780810, output_fired_time: 0.0000000000, propagate_forward_time: 7.6863193512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933258057
validation[          , genome  7105] predictions:    9764/  10000 (97.64%), best:    9776/10000 (97.76%), error:       765.56964, best error:       759.47748 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 120.0879211426s, input_fired_time: 1.0033413172, output_fired_time: 0.6900304556, propagate_forward_time: 37.6725807190, propagate_backward_time: 78.7158660889, weight_update_time: 0.1256171316, other_time: 2.0061035156
epoch time: 8.0075168610s, input_fired_time: 0.1315244734, output_fired_time: 0.0000000000, propagate_forward_time: 7.5131611824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628311157
validation[          , genome  7105] predictions:    9781/  10000 (97.81%), best:    9776/10000 (97.76%), error:       773.74127, best error:       759.47748 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 120.2346115112s, input_fired_time: 1.0001186132, output_fired_time: 0.6948751807, propagate_forward_time: 37.6988029480, propagate_backward_time: 78.8473892212, weight_update_time: 0.1239556447, other_time: 1.9934158325
epoch time: 8.0758428574s, input_fired_time: 0.1306644529, output_fired_time: 0.0000000000, propagate_forward_time: 7.5824317932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627467155
validation[          , genome  7105] predictions:    9777/  10000 (97.77%), best:    9776/10000 (97.76%), error:       773.26031, best error:       759.47748 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 120.3996582031s, input_fired_time: 1.0043081045, output_fired_time: 0.6894309521, propagate_forward_time: 37.8144874573, propagate_backward_time: 78.9011154175, weight_update_time: 0.1197661087, other_time: 1.9903182983
epoch time: 8.0772838593s, input_fired_time: 0.1342157125, output_fired_time: 0.0000000000, propagate_forward_time: 7.5764098167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666582108
validation[          , genome  7105] predictions:    9766/  10000 (97.66%), best:    9776/10000 (97.76%), error:       846.52148, best error:       759.47748 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 120.4724273682s, input_fired_time: 1.0167876482, output_fired_time: 0.7122147083, propagate_forward_time: 37.7723579407, propagate_backward_time: 78.9580307007, weight_update_time: 0.1216248721, other_time: 2.0130386353
epoch time: 7.9956903458s, input_fired_time: 0.1330794543, output_fired_time: 0.0000000000, propagate_forward_time: 7.5029220581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596887589
validation[          , genome  7105] predictions:    9785/  10000 (97.85%), best:    9776/10000 (97.76%), error:       773.16357, best error:       759.47748 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 120.5370178223s, input_fired_time: 1.0063238144, output_fired_time: 0.6998957396, propagate_forward_time: 37.8116874695, propagate_backward_time: 79.0182189941, weight_update_time: 0.1212350130, other_time: 2.0008850098
epoch time: 8.0868263245s, input_fired_time: 0.1312131435, output_fired_time: 0.0000000000, propagate_forward_time: 7.5755162239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800969124
validation[          , genome  7105] predictions:    9735/  10000 (97.35%), best:    9776/10000 (97.76%), error:       878.99750, best error:       759.47748 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 120.0067214966s, input_fired_time: 1.0041697025, output_fired_time: 0.6838033199, propagate_forward_time: 37.6921157837, propagate_backward_time: 78.6208801270, weight_update_time: 0.1232220754, other_time: 2.0057525635
epoch time: 8.0183582306s, input_fired_time: 0.1347937137, output_fired_time: 0.0000000000, propagate_forward_time: 7.5192832947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642811775
validation[          , genome  7105] predictions:    9778/  10000 (97.78%), best:    9776/10000 (97.76%), error:       762.38739, best error:       759.47748 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 120.4230728149s, input_fired_time: 0.9966915250, output_fired_time: 0.7023279071, propagate_forward_time: 37.7343482971, propagate_backward_time: 78.9791641235, weight_update_time: 0.1232467368, other_time: 2.0105361938
epoch time: 8.1406564713s, input_fired_time: 0.1348593533, output_fired_time: 0.0000000000, propagate_forward_time: 7.6379852295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678121567
validation[          , genome  7105] predictions:    9759/  10000 (97.59%), best:    9776/10000 (97.76%), error:       846.60736, best error:       759.47748 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 120.2374725342s, input_fired_time: 1.0061903000, output_fired_time: 0.6851634383, propagate_forward_time: 37.7701797485, propagate_backward_time: 78.7722854614, weight_update_time: 0.1224834323, other_time: 2.0036544800
epoch time: 8.0517320633s, input_fired_time: 0.1321009099, output_fired_time: 0.0000000000, propagate_forward_time: 7.5493464470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702845573
validation[          , genome  7105] predictions:    9728/  10000 (97.28%), best:    9776/10000 (97.76%), error:       966.13483, best error:       759.47748 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 120.2968521118s, input_fired_time: 1.0122184753, output_fired_time: 0.6824418306, propagate_forward_time: 37.7795181274, propagate_backward_time: 78.8006973267, weight_update_time: 0.1279660910, other_time: 2.0219802856
epoch time: 7.9676876068s, input_fired_time: 0.1337088794, output_fired_time: 0.0000000000, propagate_forward_time: 7.4709467888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630318642
validation[          , genome  7105] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       789.52502, best error:       759.47748 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 120.3835983276s, input_fired_time: 1.0033026934, output_fired_time: 0.6847439408, propagate_forward_time: 37.7583389282, propagate_backward_time: 78.9421463013, weight_update_time: 0.1213345081, other_time: 1.9950637817
epoch time: 7.9810986519s, input_fired_time: 0.1352741867, output_fired_time: 0.0000000000, propagate_forward_time: 7.4777760506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680481911
validation[          , genome  7105] predictions:    9768/  10000 (97.68%), best:    9776/10000 (97.76%), error:       784.24084, best error:       759.47748 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 120.2748718262s, input_fired_time: 1.0052207708, output_fired_time: 0.6874957085, propagate_forward_time: 37.7490921021, propagate_backward_time: 78.8438415527, weight_update_time: 0.1205537766, other_time: 1.9892272949
epoch time: 8.0156536102s, input_fired_time: 0.1311608255, output_fired_time: 0.0000000000, propagate_forward_time: 7.5215091705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629837036
validation[          , genome  7105] predictions:    9742/  10000 (97.42%), best:    9776/10000 (97.76%), error:       873.53021, best error:       759.47748 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 120.5683212280s, input_fired_time: 0.9977404475, output_fired_time: 0.6976310015, propagate_forward_time: 37.8590316772, propagate_backward_time: 79.0101394653, weight_update_time: 0.1212422103, other_time: 2.0037765503
epoch time: 7.9366407394s, input_fired_time: 0.1350328177, output_fired_time: 0.0000000000, propagate_forward_time: 7.4408602715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607478142
validation[          , genome  7105] predictions:    9772/  10000 (97.72%), best:    9776/10000 (97.76%), error:       790.80975, best error:       759.47748 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 120.2029953003s, input_fired_time: 0.9982838631, output_fired_time: 0.6912941933, propagate_forward_time: 37.6896324158, propagate_backward_time: 78.8125991821, weight_update_time: 0.1254905462, other_time: 2.0111923218
epoch time: 8.0140142441s, input_fired_time: 0.1331519037, output_fired_time: 0.0000000000, propagate_forward_time: 7.5178489685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630132675
validation[          , genome  7105] predictions:    9773/  10000 (97.73%), best:    9776/10000 (97.76%), error:       780.23022, best error:       759.47748 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 120.0426406860s, input_fired_time: 0.9996472001, output_fired_time: 0.6940158606, propagate_forward_time: 37.6815414429, propagate_backward_time: 78.6577377319, weight_update_time: 0.1232216880, other_time: 2.0096969604
epoch time: 8.1653566360s, input_fired_time: 0.1404903084, output_fired_time: 0.0000000000, propagate_forward_time: 7.6504807472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743853569
validation[          , genome  7105] predictions:    9758/  10000 (97.58%), best:    9776/10000 (97.76%), error:       849.62097, best error:       759.47748 on epoch:    67, 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: 40.2538681030s, input_fired_time: 0.6620454192, output_fired_time: 0.0000000000, propagate_forward_time: 37.7213821411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8704414368
best training[          , genome  7105] predictions:   49559/  50000 (99.12%), best:    9776/10000 (97.76%), error:      1771.08569, best error:       759.47748 on epoch:    67, 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: 7.9897351265s, input_fired_time: 0.1330620795, output_fired_time: 0.0000000000, propagate_forward_time: 7.4948329926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3618402481
   testing[          , genome  7105] predictions:    9808/  10000 (98.08%), best:    9776/10000 (97.76%), error:       618.24817, best error:       759.47748 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:10:37 (96450): called boinc_finish(0)

</stderr_txt>
]]>