Nameexact_genome_1512568488_45_4476_3
Workunit2593603
Created7 Dec 2017, 22:51:52 UTC
Sent7 Dec 2017, 22:57:47 UTC
Report deadline16 Dec 2017, 20:33:55 UTC
Received8 Dec 2017, 15:55:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time4 hours 52 min 30 sec
CPU time4 hours 47 min 23 sec
Validate stateValid
Credit2,225.03
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.98 MB
Peak swap size158.35 MB
Peak disk usage1.95 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
 best:    9735/10000 (97.35%), error:       967.96484, best error:       873.60077 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 166.2554931641s, input_fired_time: 1.6506779194, output_fired_time: 1.4360330105, propagate_forward_time: 62.6128311157, propagate_backward_time: 97.1098403931, weight_update_time: 0.1746139973, other_time: 3.4461059570
epoch time: 14.0485458374s, input_fired_time: 0.2121330500, output_fired_time: 0.0000000000, propagate_forward_time: 13.1841259003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6522865295
validation[          , genome  4476] predictions:    9663/  10000 (96.63%), best:    9735/10000 (97.35%), error:      1079.54871, best error:       873.60077 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 166.3732604980s, input_fired_time: 2.6252834797, output_fired_time: 1.4417555332, propagate_forward_time: 61.4963798523, propagate_backward_time: 97.3590774536, weight_update_time: 0.1782138199, other_time: 3.4507522583
epoch time: 13.8659210205s, input_fired_time: 0.2083422542, output_fired_time: 0.0000000000, propagate_forward_time: 13.0428009033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6147775650
validation[          , genome  4476] predictions:    9741/  10000 (97.41%), best:    9735/10000 (97.35%), error:       887.08331, best error:       873.60077 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 165.6316223145s, input_fired_time: 1.6146459579, output_fired_time: 1.4347697496, propagate_forward_time: 60.2348403931, propagate_backward_time: 98.9078216553, weight_update_time: 0.1739395559, other_time: 3.4395523071
epoch time: 13.9094343185s, input_fired_time: 0.2089418620, output_fired_time: 0.0000000000, propagate_forward_time: 13.0849618912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6155309677
validation[          , genome  4476] predictions:    9730/  10000 (97.30%), best:    9735/10000 (97.35%), error:       898.65002, best error:       873.60077 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 164.0655517578s, input_fired_time: 1.6278710365, output_fired_time: 1.4285562038, propagate_forward_time: 59.0058670044, propagate_backward_time: 98.5334777832, weight_update_time: 0.1738971025, other_time: 3.4697799683
epoch time: 13.7964143753s, input_fired_time: 0.2075656056, output_fired_time: 0.0000000000, propagate_forward_time: 12.9671859741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6216630936
validation[          , genome  4476] predictions:    9736/  10000 (97.36%), best:    9735/10000 (97.35%), error:       927.13318, best error:       873.60077 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 165.2606048584s, input_fired_time: 1.6162840128, output_fired_time: 1.4323943853, propagate_forward_time: 62.2312698364, propagate_backward_time: 95.5065994263, weight_update_time: 0.1738165319, other_time: 4.4740600586
epoch time: 13.7903928757s, input_fired_time: 0.2071610838, output_fired_time: 0.0000000000, propagate_forward_time: 12.9619789124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212530136
validation[          , genome  4476] predictions:    9737/  10000 (97.37%), best:    9735/10000 (97.35%), error:       897.90045, best error:       873.60077 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 171.1311035156s, input_fired_time: 1.6756281853, output_fired_time: 1.5150568485, propagate_forward_time: 65.5098724365, propagate_backward_time: 98.9078826904, weight_update_time: 0.1742299348, other_time: 3.5226593018
epoch time: 13.8158378601s, input_fired_time: 0.2083388567, output_fired_time: 0.0000000000, propagate_forward_time: 11.9780216217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6294775009
validation[          , genome  4476] predictions:    9669/  10000 (96.69%), best:    9735/10000 (97.35%), error:      1160.05798, best error:       873.60077 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 177.1961212158s, input_fired_time: 2.7112343311, output_fired_time: 1.5247704983, propagate_forward_time: 66.5072250366, propagate_backward_time: 102.8209457397, weight_update_time: 0.1734332442, other_time: 3.6319580078
epoch time: 12.5368804932s, input_fired_time: 0.2064309716, output_fired_time: 0.0000000000, propagate_forward_time: 11.7199096680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6105394363
validation[          , genome  4476] predictions:    9737/  10000 (97.37%), best:    9735/10000 (97.35%), error:       896.12616, best error:       873.60077 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 168.3244934082s, input_fired_time: 1.6274211407, output_fired_time: 1.4498782158, propagate_forward_time: 64.9217224121, propagate_backward_time: 96.8351821899, weight_update_time: 0.1749194413, other_time: 3.4902877808
epoch time: 13.8342447281s, input_fired_time: 0.2083549798, output_fired_time: 0.0000000000, propagate_forward_time: 12.9958877563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300020218
validation[          , genome  4476] predictions:    9688/  10000 (96.88%), best:    9735/10000 (97.35%), error:      1008.60352, best error:       873.60077 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 164.5879211426s, input_fired_time: 1.6178956032, output_fired_time: 1.4459044933, propagate_forward_time: 61.2534027100, propagate_backward_time: 95.7856445313, weight_update_time: 0.1743075699, other_time: 4.4850769043
epoch time: 12.5491704941s, input_fired_time: 0.2047337890, output_fired_time: 0.0000000000, propagate_forward_time: 11.7395362854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6049003601
validation[          , genome  4476] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       854.14777, best error:       854.14777 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 165.8334960938s, input_fired_time: 2.6441805363, output_fired_time: 1.4546071291, propagate_forward_time: 62.5854377747, propagate_backward_time: 95.7070617676, weight_update_time: 0.1736166477, other_time: 3.4422149658
epoch time: 14.2379589081s, input_fired_time: 0.2037881315, output_fired_time: 0.0000000000, propagate_forward_time: 13.2877130508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7464580536
validation[          , genome  4476] predictions:    9690/  10000 (96.90%), best:    9745/10000 (97.45%), error:      1001.41754, best error:       854.14777 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 184.5628814697s, input_fired_time: 1.8340648413, output_fired_time: 1.5196455717, propagate_forward_time: 67.1113586426, propagate_backward_time: 110.0458679199, weight_update_time: 0.1859224141, other_time: 4.0519561768
epoch time: 12.5248794556s, input_fired_time: 0.2049204260, output_fired_time: 0.0000000000, propagate_forward_time: 11.7206525803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993061066
validation[          , genome  4476] predictions:    9716/  10000 (97.16%), best:    9745/10000 (97.45%), error:       937.23254, best error:       854.14777 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 169.0251007080s, input_fired_time: 1.6286282539, output_fired_time: 1.4544072151, propagate_forward_time: 64.2729568481, propagate_backward_time: 98.2675170898, weight_update_time: 0.1742387265, other_time: 3.4015884399
epoch time: 13.8048896790s, input_fired_time: 0.2084585428, output_fired_time: 0.0000000000, propagate_forward_time: 12.9901685715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6062622070
validation[          , genome  4476] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       845.35107, best error:       845.35107 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 166.3679962158s, input_fired_time: 1.6255146265, output_fired_time: 1.4422984123, propagate_forward_time: 63.6342926025, propagate_backward_time: 95.2136383057, weight_update_time: 0.1748876721, other_time: 4.4522552490
epoch time: 13.8581418991s, input_fired_time: 0.2093377709, output_fired_time: 0.0000000000, propagate_forward_time: 13.0419263840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6068773270
validation[          , genome  4476] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       774.57568, best error:       774.57568 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 166.3636779785s, input_fired_time: 1.6590523720, output_fired_time: 1.4372627735, propagate_forward_time: 60.6169166565, propagate_backward_time: 99.1899261475, weight_update_time: 0.1750397235, other_time: 3.4605255127
epoch time: 13.8237619400s, input_fired_time: 0.2071464360, output_fired_time: 0.0000000000, propagate_forward_time: 13.0080575943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6085577011
validation[          , genome  4476] predictions:    9769/  10000 (97.69%), best:    9762/10000 (97.62%), error:       815.68085, best error:       774.57568 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 167.2618713379s, input_fired_time: 1.6195205450, output_fired_time: 1.4414567947, propagate_forward_time: 63.1240539551, propagate_backward_time: 97.6244277954, weight_update_time: 0.1722032875, other_time: 3.4524154663
epoch time: 14.2496347427s, input_fired_time: 0.2429962009, output_fired_time: 0.0000000000, propagate_forward_time: 13.3432188034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6634197235
validation[          , genome  4476] predictions:    9765/  10000 (97.65%), best:    9762/10000 (97.62%), error:       792.90521, best error:       774.57568 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 176.9742431641s, input_fired_time: 1.7530783415, output_fired_time: 1.5391749144, propagate_forward_time: 69.4492034912, propagate_backward_time: 100.4530944824, weight_update_time: 0.1821908206, other_time: 3.7796936035
epoch time: 12.5880184174s, input_fired_time: 0.2049994767, output_fired_time: 0.0000000000, propagate_forward_time: 11.7907781601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922403336
validation[          , genome  4476] predictions:    9774/  10000 (97.74%), best:    9762/10000 (97.62%), error:       780.43628, best error:       774.57568 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 165.9395599365s, input_fired_time: 1.6250413656, output_fired_time: 1.4307379723, propagate_forward_time: 64.1998138428, propagate_backward_time: 94.2423553467, weight_update_time: 0.1718269587, other_time: 4.4416046143
epoch time: 12.4734516144s, input_fired_time: 0.2064549178, output_fired_time: 0.0000000000, propagate_forward_time: 11.6593360901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6076602936
validation[          , genome  4476] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       772.53271, best error:       772.53271 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 164.9715118408s, input_fired_time: 1.6286631823, output_fired_time: 1.4323022366, propagate_forward_time: 64.1095199585, propagate_backward_time: 94.3496093750, weight_update_time: 0.1746419221, other_time: 3.4514236450
epoch time: 12.8282585144s, input_fired_time: 0.2097208351, output_fired_time: 0.0000000000, propagate_forward_time: 12.0017967224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6167411804
validation[          , genome  4476] predictions:    9750/  10000 (97.50%), best:    9779/10000 (97.79%), error:       860.69171, best error:       772.53271 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 174.2094726563s, input_fired_time: 1.6691666842, output_fired_time: 1.4478685856, propagate_forward_time: 67.9755630493, propagate_backward_time: 99.5308303833, weight_update_time: 0.2083811611, other_time: 3.5860290527
epoch time: 13.8628978729s, input_fired_time: 0.2107471973, output_fired_time: 0.0000000000, propagate_forward_time: 13.0371131897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6150379181
validation[          , genome  4476] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       747.31311, best error:       747.31311 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 167.8153686523s, input_fired_time: 1.6823984385, output_fired_time: 1.4644700289, propagate_forward_time: 63.7911071777, propagate_backward_time: 97.3135757446, weight_update_time: 0.1750333458, other_time: 3.5638046265
epoch time: 14.0064849854s, input_fired_time: 0.2099813074, output_fired_time: 0.0000000000, propagate_forward_time: 12.1840896606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6124143600
validation[          , genome  4476] predictions:    9761/  10000 (97.61%), best:    9778/10000 (97.78%), error:       803.95355, best error:       747.31311 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 167.6469726563s, input_fired_time: 1.6335363388, output_fired_time: 1.4484587908, propagate_forward_time: 61.3314476013, propagate_backward_time: 99.8039627075, weight_update_time: 0.1748270988, other_time: 3.4295730591
epoch time: 13.8240413666s, input_fired_time: 0.2109293789, output_fired_time: 0.0000000000, propagate_forward_time: 12.9942255020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6188869476
validation[          , genome  4476] predictions:    9744/  10000 (97.44%), best:    9778/10000 (97.78%), error:       856.48175, best error:       747.31311 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 169.7462615967s, input_fired_time: 1.6644555330, output_fired_time: 1.4572637081, propagate_forward_time: 63.9056091309, propagate_backward_time: 99.1865386963, weight_update_time: 0.1754912585, other_time: 3.5323944092
epoch time: 13.9861068726s, input_fired_time: 0.2728746235, output_fired_time: 0.0000000000, propagate_forward_time: 13.1024684906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6107635498
validation[          , genome  4476] predictions:    9769/  10000 (97.69%), best:    9778/10000 (97.78%), error:       817.10864, best error:       747.31311 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 167.1975555420s, input_fired_time: 1.6895079613, output_fired_time: 2.4554007053, propagate_forward_time: 61.7731628418, propagate_backward_time: 97.8129043579, weight_update_time: 0.1744878888, other_time: 3.4665756226
epoch time: 14.0170497894s, input_fired_time: 0.2085328102, output_fired_time: 0.0000000000, propagate_forward_time: 13.1995477676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6089696884
validation[          , genome  4476] predictions:    9762/  10000 (97.62%), best:    9778/10000 (97.78%), error:       804.47278, best error:       747.31311 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 171.8931884766s, input_fired_time: 1.6948044300, output_fired_time: 1.5180919170, propagate_forward_time: 65.1366348267, propagate_backward_time: 99.9492568970, weight_update_time: 0.1844788492, other_time: 3.5943908691
epoch time: 12.7810821533s, input_fired_time: 0.2092507184, output_fired_time: 0.0000000000, propagate_forward_time: 11.9561796188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156520844
validation[          , genome  4476] predictions:    9715/  10000 (97.15%), best:    9778/10000 (97.78%), error:       887.19427, best error:       747.31311 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 169.0863800049s, input_fired_time: 1.6480284929, output_fired_time: 1.4520400763, propagate_forward_time: 63.5089569092, propagate_backward_time: 98.9296264648, weight_update_time: 0.1749156117, other_time: 3.5477294922
epoch time: 14.1844310760s, input_fired_time: 0.2135385126, output_fired_time: 0.0000000000, propagate_forward_time: 13.2952032089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6756896973
validation[          , genome  4476] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       739.34875, best error:       739.34875 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 166.7803802490s, input_fired_time: 1.6382057667, output_fired_time: 1.4436242580, propagate_forward_time: 63.7957000732, propagate_backward_time: 96.2763290405, weight_update_time: 0.1824087054, other_time: 3.6265335083
epoch time: 13.9364137650s, input_fired_time: 0.2102765292, output_fired_time: 0.0000000000, propagate_forward_time: 13.1181020737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6080350876
validation[          , genome  4476] predictions:    9761/  10000 (97.61%), best:    9784/10000 (97.84%), error:       785.86658, best error:       739.34875 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 166.2447814941s, input_fired_time: 1.6430393457, output_fired_time: 1.4644675255, propagate_forward_time: 63.5467720032, propagate_backward_time: 96.0170822144, weight_update_time: 0.1762277633, other_time: 3.5734329224
epoch time: 13.8816881180s, input_fired_time: 0.2087009549, output_fired_time: 0.0000000000, propagate_forward_time: 13.0661592484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6068277359
validation[          , genome  4476] predictions:    9773/  10000 (97.73%), best:    9784/10000 (97.84%), error:       751.45068, best error:       739.34875 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 166.6906127930s, input_fired_time: 1.6368507147, output_fired_time: 2.4510271549, propagate_forward_time: 61.6957511902, propagate_backward_time: 97.4346923828, weight_update_time: 0.1786858290, other_time: 3.4722747803
epoch time: 14.0390911102s, input_fired_time: 0.2146567404, output_fired_time: 0.0000000000, propagate_forward_time: 13.1387739182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6856603622
validation[          , genome  4476] predictions:    9726/  10000 (97.26%), best:    9784/10000 (97.84%), error:       899.63678, best error:       739.34875 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 166.2969818115s, input_fired_time: 1.6620001793, output_fired_time: 1.4401453733, propagate_forward_time: 63.4923057556, propagate_backward_time: 96.1933288574, weight_update_time: 0.1745437384, other_time: 3.5092010498
epoch time: 13.7265300751s, input_fired_time: 0.2111747265, output_fired_time: 0.0000000000, propagate_forward_time: 12.9001998901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6151552200
validation[          , genome  4476] predictions:    9779/  10000 (97.79%), best:    9784/10000 (97.84%), error:       766.56726, best error:       739.34875 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 165.4621124268s, input_fired_time: 2.6532664299, output_fired_time: 1.4538718462, propagate_forward_time: 61.3681907654, propagate_backward_time: 96.4776611328, weight_update_time: 0.1742915213, other_time: 3.5091247559
epoch time: 13.6710481644s, input_fired_time: 0.2111126482, output_fired_time: 0.0000000000, propagate_forward_time: 12.8382825851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6216526031
validation[          , genome  4476] predictions:    9770/  10000 (97.70%), best:    9784/10000 (97.84%), error:       799.75787, best error:       739.34875 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 165.0707092285s, input_fired_time: 1.6450057030, output_fired_time: 1.4390813112, propagate_forward_time: 64.2595596313, propagate_backward_time: 94.1938629150, weight_update_time: 0.1740867496, other_time: 3.5331954956
epoch time: 13.8630752563s, input_fired_time: 0.2132067680, output_fired_time: 0.0000000000, propagate_forward_time: 13.0115804672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6382875443
validation[          , genome  4476] predictions:    9771/  10000 (97.71%), best:    9784/10000 (97.84%), error:       791.05383, best error:       739.34875 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 165.1238098145s, input_fired_time: 1.6378624439, output_fired_time: 1.4301007986, propagate_forward_time: 62.1007690430, propagate_backward_time: 95.4187011719, weight_update_time: 0.1756462008, other_time: 4.5363769531
epoch time: 13.8640995026s, input_fired_time: 0.2138224542, output_fired_time: 0.0000000000, propagate_forward_time: 13.0035352707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6467418671
validation[          , genome  4476] predictions:    9741/  10000 (97.41%), best:    9784/10000 (97.84%), error:       833.21069, best error:       739.34875 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 164.8549652100s, input_fired_time: 1.6591049433, output_fired_time: 1.4639240503, propagate_forward_time: 62.0643501282, propagate_backward_time: 96.0638427734, weight_update_time: 0.1759292632, other_time: 3.6037445068
epoch time: 13.7723379135s, input_fired_time: 0.2093998790, output_fired_time: 0.0000000000, propagate_forward_time: 12.9192533493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6436843872
validation[          , genome  4476] predictions:    9755/  10000 (97.55%), best:    9784/10000 (97.84%), error:       794.90851, best error:       739.34875 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 166.5929565430s, input_fired_time: 1.6616849899, output_fired_time: 1.4630064964, propagate_forward_time: 62.0959320068, propagate_backward_time: 97.7738265991, weight_update_time: 0.1754521430, other_time: 3.5985031128
epoch time: 13.8426446915s, input_fired_time: 0.2134061307, output_fired_time: 0.0000000000, propagate_forward_time: 12.9822187424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6470193863
validation[          , genome  4476] predictions:    9715/  10000 (97.15%), best:    9784/10000 (97.84%), error:       966.58673, best error:       739.34875 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 165.5954589844s, input_fired_time: 1.6478430033, output_fired_time: 1.4399660826, propagate_forward_time: 62.4298286438, propagate_backward_time: 96.4625625610, weight_update_time: 0.1742274761, other_time: 3.6152572632
epoch time: 14.7924470901s, input_fired_time: 0.2442985773, output_fired_time: 0.0000000000, propagate_forward_time: 13.8246765137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7234716415
validation[          , genome  4476] predictions:    9762/  10000 (97.62%), best:    9784/10000 (97.84%), error:       817.83331, best error:       739.34875 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 167.3545837402s, input_fired_time: 1.6925350428, output_fired_time: 1.4442009926, propagate_forward_time: 62.9622535706, propagate_backward_time: 97.6278915405, weight_update_time: 0.1830097139, other_time: 3.6277084351
epoch time: 15.0591001511s, input_fired_time: 0.2406055182, output_fired_time: 0.0000000000, propagate_forward_time: 14.0777254105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7407693863
validation[          , genome  4476] predictions:    9740/  10000 (97.40%), best:    9784/10000 (97.84%), error:       859.00360, best error:       739.34875 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 164.2881927490s, input_fired_time: 1.6485838890, output_fired_time: 1.4452487230, propagate_forward_time: 60.4647140503, propagate_backward_time: 97.1457824707, weight_update_time: 0.1753173321, other_time: 3.5838546753
epoch time: 13.8464488983s, input_fired_time: 0.2124673724, output_fired_time: 0.0000000000, propagate_forward_time: 13.0064125061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6275691986
validation[          , genome  4476] predictions:    9741/  10000 (97.41%), best:    9784/10000 (97.84%), error:       865.70441, best error:       739.34875 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 164.8690032959s, input_fired_time: 1.6569432020, output_fired_time: 1.4330081940, propagate_forward_time: 63.9273910522, propagate_backward_time: 94.1826782227, weight_update_time: 0.1762976944, other_time: 3.6689834595
epoch time: 13.5860414505s, input_fired_time: 0.2088573575, output_fired_time: 0.0000000000, propagate_forward_time: 12.7086753845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6685085297
validation[          , genome  4476] predictions:    9766/  10000 (97.66%), best:    9784/10000 (97.84%), error:       838.17908, best error:       739.34875 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 164.7738494873s, input_fired_time: 1.6531674862, output_fired_time: 2.4453523159, propagate_forward_time: 63.9562797546, propagate_backward_time: 93.0557327271, weight_update_time: 0.1751364022, other_time: 3.6633071899
epoch time: 14.1307363510s, input_fired_time: 0.2189039439, output_fired_time: 0.0000000000, propagate_forward_time: 13.1921815872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7196512222
validation[          , genome  4476] predictions:    9749/  10000 (97.49%), best:    9784/10000 (97.84%), error:       822.24133, best error:       739.34875 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 164.9173736572s, input_fired_time: 1.6519533396, output_fired_time: 1.4366812706, propagate_forward_time: 62.1493339539, propagate_backward_time: 96.0607757568, weight_update_time: 0.1763298213, other_time: 3.6186370850
epoch time: 13.5422182083s, input_fired_time: 0.2106669843, output_fired_time: 0.0000000000, propagate_forward_time: 12.7117547989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6197967529
validation[          , genome  4476] predictions:    9758/  10000 (97.58%), best:    9784/10000 (97.84%), error:       826.65521, best error:       739.34875 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 169.1045227051s, input_fired_time: 1.6874647141, output_fired_time: 1.4622445107, propagate_forward_time: 63.7621002197, propagate_backward_time: 98.4692153931, weight_update_time: 0.1767740995, other_time: 3.7234878540
epoch time: 13.7588176727s, input_fired_time: 0.2129046917, output_fired_time: 0.0000000000, propagate_forward_time: 12.9094409943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6364717484
validation[          , genome  4476] predictions:    9743/  10000 (97.43%), best:    9784/10000 (97.84%), error:       870.70288, best error:       739.34875 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 164.8770599365s, input_fired_time: 1.6682914495, output_fired_time: 1.4442719221, propagate_forward_time: 61.4534683228, propagate_backward_time: 96.6579589844, weight_update_time: 0.1766045392, other_time: 3.6530685425
epoch time: 16.2419185638s, input_fired_time: 0.3153223395, output_fired_time: 0.0000000000, propagate_forward_time: 15.1217861176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8048105240
validation[          , genome  4476] predictions:    9753/  10000 (97.53%), best:    9784/10000 (97.84%), error:       854.24023, best error:       739.34875 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 169.7626037598s, input_fired_time: 1.7023372650, output_fired_time: 1.4897553921, propagate_forward_time: 62.7409057617, propagate_backward_time: 100.0701980591, weight_update_time: 0.1761115491, other_time: 3.7594070435
epoch time: 13.9069719315s, input_fired_time: 0.2161437869, output_fired_time: 0.0000000000, propagate_forward_time: 13.0095748901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6812534332
validation[          , genome  4476] predictions:    9743/  10000 (97.43%), best:    9784/10000 (97.84%), error:       877.25922, best error:       739.34875 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 170.9719848633s, input_fired_time: 1.6910973787, output_fired_time: 1.4889760017, propagate_forward_time: 62.0103187561, propagate_backward_time: 102.0001068115, weight_update_time: 0.1861745566, other_time: 3.7814788818
epoch time: 13.2578315735s, input_fired_time: 0.2192582637, output_fired_time: 0.0000000000, propagate_forward_time: 12.4300012589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6085720062
validation[          , genome  4476] predictions:    9773/  10000 (97.73%), best:    9784/10000 (97.84%), error:       749.44464, best error:       739.34875 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 165.7133789063s, input_fired_time: 2.6796076298, output_fired_time: 1.4316420555, propagate_forward_time: 60.8929023743, propagate_backward_time: 97.0693588257, weight_update_time: 0.1753452271, other_time: 3.6398696899
epoch time: 12.4882574081s, input_fired_time: 0.2077059746, output_fired_time: 0.0000000000, propagate_forward_time: 11.6512231827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293287277
validation[          , genome  4476] predictions:    9768/  10000 (97.68%), best:    9784/10000 (97.84%), error:       787.79535, best error:       739.34875 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 168.6707305908s, input_fired_time: 1.6895822287, output_fired_time: 2.4647018909, propagate_forward_time: 66.1039428711, propagate_backward_time: 94.7269134521, weight_update_time: 0.1771778911, other_time: 3.6855926514
epoch time: 12.3234586716s, input_fired_time: 0.2090093493, output_fired_time: 0.0000000000, propagate_forward_time: 11.4839687347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6304807663
validation[          , genome  4476] predictions:    9770/  10000 (97.70%), best:    9784/10000 (97.84%), error:       767.02844, best error:       739.34875 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 165.6185150146s, input_fired_time: 1.6712559462, output_fired_time: 1.4471499920, propagate_forward_time: 60.8361663818, propagate_backward_time: 98.0005569458, weight_update_time: 0.1765277684, other_time: 3.6633987427
epoch time: 12.6637067795s, input_fired_time: 0.2095688432, output_fired_time: 0.0000000000, propagate_forward_time: 11.7509794235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7031583786
validation[          , genome  4476] predictions:    9771/  10000 (97.71%), best:    9784/10000 (97.84%), error:       765.76752, best error:       739.34875 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 164.2618255615s, input_fired_time: 1.7146404982, output_fired_time: 1.4438292980, propagate_forward_time: 60.8367996216, propagate_backward_time: 96.6385269165, weight_update_time: 0.1754095256, other_time: 3.6280212402
epoch time: 13.8074464798s, input_fired_time: 0.2173156887, output_fired_time: 0.0000000000, propagate_forward_time: 12.9325065613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6576242447
validation[          , genome  4476] predictions:    9780/  10000 (97.80%), best:    9784/10000 (97.84%), error:       781.17596, best error:       739.34875 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 164.2138977051s, input_fired_time: 1.6646792889, output_fired_time: 1.4363712072, propagate_forward_time: 63.5432243347, propagate_backward_time: 93.8733291626, weight_update_time: 0.1759457290, other_time: 3.6962966919
epoch time: 13.7099046707s, input_fired_time: 0.2154859900, output_fired_time: 0.0000000000, propagate_forward_time: 12.8541936874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6402254105
validation[          , genome  4476] predictions:    9785/  10000 (97.85%), best:    9784/10000 (97.84%), error:       769.32623, best error:       739.34875 on epoch:    39, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 165.1955718994s, input_fired_time: 1.6721208096, output_fired_time: 1.4388009310, propagate_forward_time: 62.0536575317, propagate_backward_time: 96.3063201904, weight_update_time: 0.1765101254, other_time: 3.7246780396
epoch time: 13.6407661438s, input_fired_time: 0.2147886604, output_fired_time: 0.0000000000, propagate_forward_time: 12.7900199890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6359577179
validation[          , genome  4476] predictions:    9763/  10000 (97.63%), best:    9784/10000 (97.84%), error:       778.46985, best error:       739.34875 on epoch:    39, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 174.8956146240s, input_fired_time: 1.6658533812, output_fired_time: 1.4324080944, propagate_forward_time: 73.0564346313, propagate_backward_time: 95.1163482666, weight_update_time: 0.1756539941, other_time: 3.6245803833
epoch time: 13.6037788391s, input_fired_time: 0.2125371695, output_fired_time: 0.0000000000, propagate_forward_time: 12.7360057831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6552362442
validation[          , genome  4476] predictions:    9789/  10000 (97.89%), best:    9784/10000 (97.84%), error:       768.03650, best error:       739.34875 on epoch:    39, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 164.4617309570s, input_fired_time: 1.6537017822, output_fired_time: 1.4316831827, propagate_forward_time: 60.8845443726, propagate_backward_time: 96.9361877441, weight_update_time: 0.1751712114, other_time: 3.5556106567
epoch time: 13.9193439484s, input_fired_time: 0.2163432091, output_fired_time: 0.0000000000, propagate_forward_time: 13.0548858643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6481151581
validation[          , genome  4476] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       731.56390, best error:       731.56390 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 164.3453216553s, input_fired_time: 1.6598299742, output_fired_time: 1.4358495474, propagate_forward_time: 63.7353858948, propagate_backward_time: 93.8658828735, weight_update_time: 0.1751759946, other_time: 3.6483688354
epoch time: 13.6953649521s, input_fired_time: 0.2153995037, output_fired_time: 0.0000000000, propagate_forward_time: 12.8425445557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6374206543
validation[          , genome  4476] predictions:    9776/  10000 (97.76%), best:    9785/10000 (97.85%), error:       802.65631, best error:       731.56390 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 164.3529815674s, input_fired_time: 2.6751167774, output_fired_time: 1.4273054600, propagate_forward_time: 61.7349433899, propagate_backward_time: 94.9371490479, weight_update_time: 0.1751662642, other_time: 3.5784759521
epoch time: 13.8944759369s, input_fired_time: 0.2165176421, output_fired_time: 0.0000000000, propagate_forward_time: 13.0400428772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6379156113
validation[          , genome  4476] predictions:    9771/  10000 (97.71%), best:    9785/10000 (97.85%), error:       783.72382, best error:       731.56390 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 172.0176086426s, input_fired_time: 1.7121016979, output_fired_time: 1.4699348211, propagate_forward_time: 64.7133407593, propagate_backward_time: 100.4922103882, weight_update_time: 0.1928498596, other_time: 3.6300201416
epoch time: 13.6969871521s, input_fired_time: 0.2120720148, output_fired_time: 0.0000000000, propagate_forward_time: 12.8461818695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6387329102
validation[          , genome  4476] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       729.62097, best error:       729.62097 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 164.9687194824s, input_fired_time: 2.6681871414, output_fired_time: 1.4323542118, propagate_forward_time: 59.0603065491, propagate_backward_time: 97.2947998047, weight_update_time: 0.1761353463, other_time: 4.5130767822
epoch time: 13.8512029648s, input_fired_time: 0.2154811323, output_fired_time: 0.0000000000, propagate_forward_time: 13.0191774368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165447235
validation[          , genome  4476] predictions:    9780/  10000 (97.80%), best:    9785/10000 (97.85%), error:       788.31335, best error:       729.62097 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 165.4451751709s, input_fired_time: 1.6772789955, output_fired_time: 1.4532972574, propagate_forward_time: 62.9536094666, propagate_backward_time: 95.8560104370, weight_update_time: 0.1755669564, other_time: 3.5049819946
epoch time: 13.8278369904s, input_fired_time: 0.2150506377, output_fired_time: 0.0000000000, propagate_forward_time: 12.9655580521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6472282410
validation[          , genome  4476] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       707.49915, best error:       707.49915 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 166.9626770020s, input_fired_time: 1.6719373465, output_fired_time: 1.4505711794, propagate_forward_time: 63.8708801270, propagate_backward_time: 96.4033355713, weight_update_time: 0.1761471182, other_time: 3.5659484863
epoch time: 13.9512090683s, input_fired_time: 0.2181992233, output_fired_time: 0.0000000000, propagate_forward_time: 13.0814142227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6515960693
validation[          , genome  4476] predictions:    9774/  10000 (97.74%), best:    9807/10000 (98.07%), error:       792.35773, best error:       707.49915 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 165.0001831055s, input_fired_time: 1.6704728603, output_fired_time: 1.4288593531, propagate_forward_time: 60.1529960632, propagate_backward_time: 97.2256317139, weight_update_time: 0.1757298261, other_time: 4.5222167969
epoch time: 13.6993055344s, input_fired_time: 0.2144445926, output_fired_time: 0.0000000000, propagate_forward_time: 12.8604907990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6243705750
validation[          , genome  4476] predictions:    9756/  10000 (97.56%), best:    9807/10000 (98.07%), error:       822.46246, best error:       707.49915 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 165.3161010742s, input_fired_time: 1.6598007679, output_fired_time: 1.4330178499, propagate_forward_time: 64.0494766235, propagate_backward_time: 94.6642150879, weight_update_time: 0.1739870012, other_time: 3.5095901489
epoch time: 13.8453903198s, input_fired_time: 0.2146063298, output_fired_time: 0.0000000000, propagate_forward_time: 12.9974727631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6333112717
validation[          , genome  4476] predictions:    9782/  10000 (97.82%), best:    9807/10000 (98.07%), error:       764.59821, best error:       707.49915 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 166.4708709717s, input_fired_time: 1.6638855934, output_fired_time: 2.4494345188, propagate_forward_time: 60.7423248291, propagate_backward_time: 98.1589431763, weight_update_time: 0.1742548645, other_time: 3.4562911987
epoch time: 13.8744897842s, input_fired_time: 0.2169682384, output_fired_time: 0.0000000000, propagate_forward_time: 13.0346603394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228609085
validation[          , genome  4476] predictions:    9758/  10000 (97.58%), best:    9807/10000 (98.07%), error:       807.80237, best error:       707.49915 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 165.9894866943s, input_fired_time: 1.6539305449, output_fired_time: 1.4306528568, propagate_forward_time: 61.5961837769, propagate_backward_time: 97.8293304443, weight_update_time: 0.1730331033, other_time: 3.4793930054
epoch time: 13.9538354874s, input_fired_time: 0.2192553431, output_fired_time: 0.0000000000, propagate_forward_time: 13.1047286987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6298513412
validation[          , genome  4476] predictions:    9767/  10000 (97.67%), best:    9807/10000 (98.07%), error:       787.97363, best error:       707.49915 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 166.1116180420s, input_fired_time: 1.6624290943, output_fired_time: 2.4502072334, propagate_forward_time: 62.6476974487, propagate_backward_time: 95.8993682861, weight_update_time: 0.1738888174, other_time: 3.4519119263
epoch time: 14.3564605713s, input_fired_time: 0.2155367881, output_fired_time: 0.0000000000, propagate_forward_time: 13.5137519836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6271715164
validation[          , genome  4476] predictions:    9768/  10000 (97.68%), best:    9807/10000 (98.07%), error:       801.36218, best error:       707.49915 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 172.0971679688s, input_fired_time: 1.6886132956, output_fired_time: 1.4562728405, propagate_forward_time: 64.4394149780, propagate_backward_time: 101.0001296997, weight_update_time: 0.1799773276, other_time: 3.5127410889
epoch time: 12.4435586929s, input_fired_time: 0.2104084343, output_fired_time: 0.0000000000, propagate_forward_time: 11.6322917938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6008586884
validation[          , genome  4476] predictions:    9756/  10000 (97.56%), best:    9807/10000 (98.07%), error:       839.28241, best error:       707.49915 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 167.8084106445s, input_fired_time: 1.6678713560, output_fired_time: 1.4433422089, propagate_forward_time: 66.8291015625, propagate_backward_time: 94.3743591309, weight_update_time: 0.1755924076, other_time: 3.4937286377
epoch time: 13.5899448395s, input_fired_time: 0.2119121701, output_fired_time: 0.0000000000, propagate_forward_time: 12.7859058380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5921268463
validation[          , genome  4476] predictions:    9712/  10000 (97.12%), best:    9807/10000 (98.07%), error:       982.59790, best error:       707.49915 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 172.6923522949s, input_fired_time: 1.7299506664, output_fired_time: 1.4840854406, propagate_forward_time: 62.9287796021, propagate_backward_time: 102.9104156494, weight_update_time: 0.1749659628, other_time: 3.6391220093
epoch time: 14.9708347321s, input_fired_time: 0.2189171761, output_fired_time: 0.0000000000, propagate_forward_time: 13.8316974640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9202203751
validation[          , genome  4476] predictions:    9783/  10000 (97.83%), best:    9807/10000 (98.07%), error:       758.48907, best error:       707.49915 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 167.0717620850s, input_fired_time: 1.6670087576, output_fired_time: 2.4421904087, propagate_forward_time: 60.9971122742, propagate_backward_time: 97.5039825439, weight_update_time: 0.1734298617, other_time: 4.4614715576
epoch time: 14.4512004852s, input_fired_time: 0.2161188722, output_fired_time: 0.0000000000, propagate_forward_time: 13.5938186646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6412630081
validation[          , genome  4476] predictions:    9742/  10000 (97.42%), best:    9807/10000 (98.07%), error:       958.32660, best error:       707.49915 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 174.3973388672s, input_fired_time: 1.7300773859, output_fired_time: 1.4910931587, propagate_forward_time: 66.1718902588, propagate_backward_time: 100.4292907715, weight_update_time: 0.1742543280, other_time: 4.5749969482
epoch time: 12.3692207336s, input_fired_time: 0.2101832032, output_fired_time: 0.0000000000, propagate_forward_time: 11.5612154007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5978221893
validation[          , genome  4476] predictions:    9787/  10000 (97.87%), best:    9807/10000 (98.07%), error:       739.11566, best error:       707.49915 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 172.6726379395s, input_fired_time: 1.7488553524, output_fired_time: 1.4806979895, propagate_forward_time: 62.4890632629, propagate_backward_time: 103.4088973999, weight_update_time: 0.1736703962, other_time: 3.5451278687
epoch time: 15.5043716431s, input_fired_time: 0.2214143872, output_fired_time: 0.0000000000, propagate_forward_time: 14.5856218338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973352432
validation[          , genome  4476] predictions:    9763/  10000 (97.63%), best:    9807/10000 (98.07%), error:       780.70160, best error:       707.49915 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 165.8554687500s, input_fired_time: 1.6770968437, output_fired_time: 1.4349032640, propagate_forward_time: 60.4759979248, propagate_backward_time: 97.8161849976, weight_update_time: 0.1743994653, other_time: 4.4512863159
epoch time: 13.8561897278s, input_fired_time: 0.2173679918, output_fired_time: 0.0000000000, propagate_forward_time: 13.0173234940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6214981079
validation[          , genome  4476] predictions:    9769/  10000 (97.69%), best:    9807/10000 (98.07%), error:       804.29565, best error:       707.49915 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 166.7416687012s, input_fired_time: 1.6910082102, output_fired_time: 1.4713239670, propagate_forward_time: 64.8680191040, propagate_backward_time: 94.3795700073, weight_update_time: 0.1731055230, other_time: 4.3317413330
epoch time: 13.7532806396s, input_fired_time: 0.2173684537, output_fired_time: 0.0000000000, propagate_forward_time: 12.9223165512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6135959625
validation[          , genome  4476] predictions:    9798/  10000 (97.98%), best:    9807/10000 (98.07%), error:       709.47864, best error:       707.49915 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 165.0472717285s, input_fired_time: 1.6718935966, output_fired_time: 1.4322538376, propagate_forward_time: 60.2873725891, propagate_backward_time: 98.1928253174, weight_update_time: 0.1737992913, other_time: 3.4629364014
epoch time: 13.8568925858s, input_fired_time: 0.2167850137, output_fired_time: 0.0000000000, propagate_forward_time: 13.0256843567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6144227982
validation[          , genome  4476] predictions:    9759/  10000 (97.59%), best:    9807/10000 (98.07%), error:       815.60596, best error:       707.49915 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 166.0528411865s, input_fired_time: 1.6618242264, output_fired_time: 2.4447031021, propagate_forward_time: 60.4405136108, propagate_backward_time: 98.0619888306, weight_update_time: 0.1743412465, other_time: 3.4438171387
epoch time: 13.9621791840s, input_fired_time: 0.2183742523, output_fired_time: 0.0000000000, propagate_forward_time: 13.1232786179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6205263138
validation[          , genome  4476] predictions:    9772/  10000 (97.72%), best:    9807/10000 (98.07%), error:       758.50269, best error:       707.49915 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 165.6597747803s, input_fired_time: 1.6665467024, output_fired_time: 1.4340218306, propagate_forward_time: 63.5781173706, propagate_backward_time: 94.5414886475, weight_update_time: 0.1730610281, other_time: 4.4395980835
epoch time: 13.7193441391s, input_fired_time: 0.2164936811, output_fired_time: 0.0000000000, propagate_forward_time: 11.8682031631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6346473694
validation[          , genome  4476] predictions:    9767/  10000 (97.67%), best:    9807/10000 (98.07%), error:       785.19861, best error:       707.49915 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 165.2198791504s, input_fired_time: 1.6717667580, output_fired_time: 1.4576851130, propagate_forward_time: 64.2549362183, propagate_backward_time: 94.3053894043, weight_update_time: 0.1734841466, other_time: 3.5300979614
epoch time: 13.9880838394s, input_fired_time: 0.2194019109, output_fired_time: 0.0000000000, propagate_forward_time: 13.1556129456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6130685806
validation[          , genome  4476] predictions:    9774/  10000 (97.74%), best:    9807/10000 (98.07%), error:       765.97217, best error:       707.49915 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 170.1368865967s, input_fired_time: 1.6962368488, output_fired_time: 1.4824494123, propagate_forward_time: 63.8288803101, propagate_backward_time: 99.6102294922, weight_update_time: 0.1740134209, other_time: 3.5190811157
epoch time: 13.7936077118s, input_fired_time: 0.2175810486, output_fired_time: 0.0000000000, propagate_forward_time: 12.9397506714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6362762451
validation[          , genome  4476] predictions:    9775/  10000 (97.75%), best:    9807/10000 (98.07%), error:       793.04407, best error:       707.49915 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 178.8897247314s, input_fired_time: 1.7931309938, output_fired_time: 1.5337351561, propagate_forward_time: 69.2851715088, propagate_backward_time: 101.6049499512, weight_update_time: 0.1747137308, other_time: 4.6727294922
epoch time: 14.1645269394s, input_fired_time: 0.2179461271, output_fired_time: 0.0000000000, propagate_forward_time: 13.2810020447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6655788422
validation[          , genome  4476] predictions:    9797/  10000 (97.97%), best:    9807/10000 (98.07%), error:       724.80353, best error:       707.49915 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 170.7794342041s, input_fired_time: 1.8131333590, output_fired_time: 1.4647307396, propagate_forward_time: 64.4778594971, propagate_backward_time: 99.3884887695, weight_update_time: 0.1752318293, other_time: 3.6352081299
epoch time: 14.5910062790s, input_fired_time: 0.2296103239, output_fired_time: 0.0000000000, propagate_forward_time: 13.7221708298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6392250061
validation[          , genome  4476] predictions:    9691/  10000 (96.91%), best:    9807/10000 (98.07%), error:      1020.76605, best error:       707.49915 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 166.1641387939s, input_fired_time: 1.6698960066, output_fired_time: 1.4354143143, propagate_forward_time: 63.4551849365, propagate_backward_time: 96.1118316650, weight_update_time: 0.1742288917, other_time: 3.4918212891
epoch time: 13.4826402664s, input_fired_time: 0.2148957103, output_fired_time: 0.0000000000, propagate_forward_time: 12.6643371582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6034078598
validation[          , genome  4476] predictions:    9773/  10000 (97.73%), best:    9807/10000 (98.07%), error:       787.99677, best error:       707.49915 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 165.7374267578s, input_fired_time: 1.6741371155, output_fired_time: 1.4426821470, propagate_forward_time: 60.4604148865, propagate_backward_time: 98.6428375244, weight_update_time: 0.1739997566, other_time: 3.5173492432
epoch time: 13.8222961426s, input_fired_time: 0.2174618393, output_fired_time: 0.0000000000, propagate_forward_time: 12.9949264526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6099081039
validation[          , genome  4476] predictions:    9780/  10000 (97.80%), best:    9807/10000 (98.07%), error:       732.18744, best error:       707.49915 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 166.0053253174s, input_fired_time: 1.6765453815, output_fired_time: 1.4400640726, propagate_forward_time: 61.4184684753, propagate_backward_time: 96.9869918823, weight_update_time: 0.1744415164, other_time: 4.4832534790
epoch time: 13.8129596710s, input_fired_time: 0.2192665488, output_fired_time: 0.0000000000, propagate_forward_time: 12.9618320465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318607330
validation[          , genome  4476] predictions:    9761/  10000 (97.61%), best:    9807/10000 (98.07%), error:       785.91846, best error:       707.49915 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 167.3377227783s, input_fired_time: 1.7131729126, output_fired_time: 1.4702084064, propagate_forward_time: 62.3903045654, propagate_backward_time: 98.2519836426, weight_update_time: 0.1823348850, other_time: 3.5120391846
epoch time: 14.0177488327s, input_fired_time: 0.2139793187, output_fired_time: 0.0000000000, propagate_forward_time: 13.2032442093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005249023
validation[          , genome  4476] predictions:    9736/  10000 (97.36%), best:    9807/10000 (98.07%), error:       868.27386, best error:       707.49915 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 176.3112182617s, input_fired_time: 1.7542462349, output_fired_time: 1.5714439154, propagate_forward_time: 64.6959762573, propagate_backward_time: 104.5750198364, weight_update_time: 0.1800011247, other_time: 3.7145385742
epoch time: 13.7320022583s, input_fired_time: 0.2173181176, output_fired_time: 0.0000000000, propagate_forward_time: 12.8953876495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6192960739
validation[          , genome  4476] predictions:    9760/  10000 (97.60%), best:    9807/10000 (98.07%), error:       813.80872, best error:       707.49915 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 165.3176879883s, input_fired_time: 1.6709729433, output_fired_time: 1.4469019175, propagate_forward_time: 62.3419494629, propagate_backward_time: 96.4102401733, weight_update_time: 0.1734977812, other_time: 3.4476242065
epoch time: 13.7880029678s, input_fired_time: 0.2167498022, output_fired_time: 0.0000000000, propagate_forward_time: 11.9485445023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6227083206
validation[          , genome  4476] predictions:    9770/  10000 (97.70%), best:    9807/10000 (98.07%), error:       770.95612, best error:       707.49915 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 164.6828155518s, input_fired_time: 1.6703736782, output_fired_time: 1.4379121065, propagate_forward_time: 60.0346412659, propagate_backward_time: 96.0547332764, weight_update_time: 0.1735624224, other_time: 5.4851531982
epoch time: 14.3635778427s, input_fired_time: 0.2267832905, output_fired_time: 0.0000000000, propagate_forward_time: 13.4299125671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7068815231
validation[          , genome  4476] predictions:    9781/  10000 (97.81%), best:    9807/10000 (98.07%), error:       794.35974, best error:       707.49915 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 165.1076354980s, input_fired_time: 1.6739281416, output_fired_time: 1.4334551096, propagate_forward_time: 61.1645011902, propagate_backward_time: 97.3923416138, weight_update_time: 0.1736825854, other_time: 3.4433975220
epoch time: 13.5789899826s, input_fired_time: 0.2169667333, output_fired_time: 0.0000000000, propagate_forward_time: 12.7495145798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6125087738
validation[          , genome  4476] predictions:    9787/  10000 (97.87%), best:    9807/10000 (98.07%), error:       724.24567, best error:       707.49915 on epoch:    71, 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: 66.4449768066s, input_fired_time: 1.0680953264, output_fired_time: 0.0000000000, propagate_forward_time: 62.1136970520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2631874084
best training[          , genome  4476] predictions:   49711/  50000 (99.42%), best:    9807/10000 (98.07%), error:      1301.71375, best error:       707.49915 on epoch:    71, 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: 13.6151962280s, input_fired_time: 0.2145266831, output_fired_time: 0.0000000000, propagate_forward_time: 12.7696523666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6310167313
   testing[          , genome  4476] predictions:    9779/  10000 (97.79%), best:    9807/10000 (98.07%), error:       689.34216, best error:       707.49915 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:48:53 (11356): called boinc_finish(0)

</stderr_txt>
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